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e5de19ff9a64669bedfe5a532a48df8effd28707
vllm/.buildkite/test-amd.yaml
Andrey Talman 2111997f96 [release 2.11] Update to torch 2.11 (#34644)
2026-04-07 18:55:48 -07:00

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# In this file, you can add more tests to run either by adding a new step or
# adding a new command to an existing step. See different options here for examples.
# This script will be feed into Jinja template in `test-template-aws.j2` at
# https://github.com/vllm-project/buildkite-ci/blob/main/scripts/test-template-aws.j2
# to generate the final pipeline yaml file.
# Documentation
# label(str): the name of the test. emojis allowed.
# fast_check(bool): whether to run this on each commit on the fastcheck pipeline.
# torch_nightly(bool): whether to run this on vllm against the torch nightly pipeline.
# fast_check_only(bool): run this test on the fastcheck pipeline only
# optional(bool): never run this test by default (i.e. need to unblock manually) unless it's a scheduled nightly run.
# soft_fail(bool): allow this step to fail without failing the entire pipeline (useful for flaky or experimental tests).
# command(str): the single command to run for tests. incompatible with commands.
# commands(list): the list of commands to run for the test. incompatible with command.
# mirror_hardwares(list): the list of hardware to run the test on as well. currently only supports [amdexperimental]
# num_gpus(int): override the number of GPUs for the test. defaults to 1 GPU. currently supports 2,4.
# num_nodes(int): whether to simulate multi-node setup by launching multiple containers on one host,
# in this case, commands must be specified. the first command runs on the first host, the second
# command runs on the second host.
# timeout_in_minutes(int): sets a timeout for the step in minutes. if not specified, uses the default timeout.
# parallelism(int): number of parallel jobs to run for this step. enables test sharding using $$BUILDKITE_PARALLEL_JOB
# and $$BUILDKITE_PARALLEL_JOB_COUNT environment variables.
# working_dir(str): specify the place where the command should execute, default to /vllm-workspace/tests
# source_file_dependencies(list): the list of prefixes to opt-in the test for, if empty, the test will always run.
# When adding a test
# - If the test belongs to an existing group, add it there
# - If the test is short, add to any existing step
# - If the test takes more than 10min, then it is okay to create a new step.
# Note that all steps execute in parallel.
#####################################################################################################################################
# #
# README #
# #
#####################################################################################################################################
# #
# IMPORTANT: #
# * Currently AMD CI has MI250 agents, MI325 agents, and MI355 agents. All upcoming feature improvements are tracked in: #
# https://github.com/vllm-project/vllm/issues/34994 #
# #
#-----------------------------------------------------------------------------------------------------------------------------------#
# #
# NOTES: #
# * [Pytorch Nightly Dependency Override Check]: if this test fails, it means the nightly torch version is not compatible with #
# some of the dependencies. Please check the error message and add the package to #
# whitelist in `/vllm/tools/pre_commit/generate_nightly_torch_test.py`. #
# * [Entrypoints Integration (LLM)]: #
# - {`pytest -v -s entrypoints/llm/test_generate.py`}: It needs a clean process #
# - {`pytest -v -s entrypoints/offline_mode`}: Needs to avoid interference with other tests #
# * [Engine / Engine (1 GPU) / e2e Scheduling / e2e Core / V1 e2e / Spec Decode / V1 Sample + Logits / V1 Core + KV + Metrics]: #
# - Previously a single "V1 Test e2e + engine" step, now split across multiple groups. #
# - V1 e2e (2/4 GPUs) uses 4 GPUs but is scheduled on 8-GPU machines for stability. See: #
# https://github.com/vllm-project/vllm/pull/31040 #
# * [V1 Sample + Logits / V1 Core + KV + Metrics / V1 others (CPU)]: #
# - Previously a single "V1 others" step, now split to avoid interference. #
# - Integration test for streaming correctness (requires special branch for __harness__ lib). #
# * [V1 others (CPU)]: Split the tests to avoid interference #
# * [PyTorch Compilation Unit Tests]: Run unit tests defined directly under `compile/`, not including subdirectories, which #
# are usually heavier tests covered elsewhere. Use `find` to launch multiple instances #
# of pytest so that they do not suffer from: #
# https://github.com/vllm-project/vllm/issues/28965 #
# * [PyTorch Fullgraph Smoke Test]: Run smoke tests under fullgraph directory, except `test_full_graph.py` as it is a heavy #
# test that is covered in other steps. Use `find` to launch multiple instances of pytest #
# so that they do not suffer from: https://github.com/vllm-project/vllm/issues/28965 #
# * [PyTorch Fullgraph]: #
# - Limit to no custom ops to reduce running time. Wrap with quotes to escape yaml and avoid starting `-k` string #
# with a `-` #
# - Old E2E tests such as: #
# ```bash #
# pytest -v -s compile/distributed/test_fusions_e2e.py -k 'TRITON and not +quant_fp8 and not Llama-4' #
# ``` #
# were removed in https://github.com/vllm-project/vllm/pull/33293 in favor of new tests in `fusions_e2e`. We #
# avoid replicating the new jobs in this file as it's deprecated. #
# * [Basic Models Tests (Extra Initialization) %N]: Only when vLLM model source is modified - test initialization of a #
# large subset of supported models (the complement of the small subset in #
# the above test.) Also run if model initialization test file is modified. #
# * [Language Models Tests (Extra Standard) %N]: Shard slow subset of standard language models tests. Only run when model #
# source is modified, or when specified test files are modified. #
# * [Language Models Tests (Hybrid) %N]: Install fast path packages for testing against transformers (mamba, conv1d) and to #
# run plamo2 model in vLLM. #
# * [Language Models Test (Extended Generation)]: Install fast path packages for testing against transformers (mamba, conv1d) #
# and to run plamo2 model in vLLM. #
# * [Multi-Modal Models (Standard) 1-4]: #
# - Do NOT remove `VLLM_WORKER_MULTIPROC_METHOD=spawn` setting as ROCm requires this for certain models to function. #
# * [Transformers Nightly Models]: Whisper needs `VLLM_WORKER_MULTIPROC_METHOD=spawn` to avoid deadlock. #
# * [Plugin Tests (2 GPUs)]: #
# - {`pytest -v -s entrypoints/openai/test_oot_registration.py`}: It needs a clean process #
# - {`pytest -v -s models/test_oot_registration.py`}: It needs a clean process #
# - {`pytest -v -s plugins/lora_resolvers`}: Unit tests for in-tree lora resolver plugins #
# * [LoRA TP (Distributed)]: #
# - There is some Tensor Parallelism related processing logic in LoRA that requires multi-GPU testing for validation. #
# - {`pytest -v -s -x lora/test_gptoss_tp.py`}: Disabled for now because MXFP4 backend on non-cuda platform doesn't support #
# LoRA yet. #
# * [Distributed Tests (NxGPUs)(HW-TAG)]: Don't test llama model here, it seems hf implementation is buggy. See: #
# https://github.com/vllm-project/vllm/pull/5689 #
# * [Distributed Tests (NxGPUs)(HW-TAG)]: Some old E2E tests were removed in https://github.com/vllm-project/vllm/pull/33293 #
# in favor of new tests in fusions_e2e. We avoid replicating the new jobs in #
# this file as it's deprecated. #
# #
#####################################################################################################################################
steps:
#####################################################################################################################################
# #
# MI250 test definitions ( currently the test set is completely mirrored // TBD which tests are to be routed there ultimately) #
# #
#####################################################################################################################################
- label: Pytorch Nightly Dependency Override Check # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
soft_fail: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- requirements/nightly_torch_test.txt
- vllm/platforms/rocm.py
commands:
- bash standalone_tests/pytorch_nightly_dependency.sh
- label: Async Engine, Inputs, Utils, Worker # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/detokenizer
- tests/multimodal
- tests/utils_
commands:
- pytest -v -s detokenizer
- pytest -v -s -m 'not cpu_test' multimodal
- pytest -v -s utils_
- label: Async Engine, Inputs, Utils, Worker, Config (CPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
no_gpu: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/test_inputs.py
- tests/test_outputs.py
- tests/test_pooling_params.py
- tests/test_ray_env.py
- tests/multimodal
- tests/renderers
- tests/standalone_tests/lazy_imports.py
- tests/tokenizers_
- tests/tool_parsers
- tests/transformers_utils
- tests/config
commands:
- python3 standalone_tests/lazy_imports.py
- pytest -v -s test_inputs.py
- pytest -v -s test_outputs.py
- pytest -v -s test_pooling_params.py
- pytest -v -s test_ray_env.py
- pytest -v -s -m 'cpu_test' multimodal
- pytest -v -s renderers
- pytest -v -s tokenizers_
- pytest -v -s tool_parsers
- pytest -v -s transformers_utils
- pytest -v -s config
- label: Python-only Installation # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- tests/standalone_tests/python_only_compile.sh
- setup.py
- vllm/platforms/rocm.py
commands:
- bash standalone_tests/python_only_compile.sh
- label: Basic Correctness # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/basic_correctness/test_basic_correctness
- tests/basic_correctness/test_cpu_offload
- tests/basic_correctness/test_cumem.py
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s basic_correctness/test_cumem.py
- pytest -v -s basic_correctness/test_basic_correctness.py
- pytest -v -s basic_correctness/test_cpu_offload.py
- label: Entrypoints Unit Tests # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
fast_check: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/entrypoints
- tests/entrypoints/
- vllm/platforms/rocm.py
commands:
- pytest -v -s entrypoints/openai/tool_parsers
- pytest -v -s entrypoints/ --ignore=entrypoints/llm --ignore=entrypoints/rpc --ignore=entrypoints/sleep --ignore=entrypoints/serve/instrumentator --ignore=entrypoints/openai --ignore=entrypoints/offline_mode --ignore=entrypoints/test_chat_utils.py --ignore=entrypoints/pooling
- label: Entrypoints Integration (LLM) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/llm
- tests/entrypoints/offline_mode
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/llm --ignore=entrypoints/llm/test_generate.py --ignore=entrypoints/llm/test_collective_rpc.py
- pytest -v -s entrypoints/llm/test_generate.py
- pytest -v -s entrypoints/offline_mode
- label: Entrypoints Integration (API Server 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/rpc
- tests/entrypoints/serve/instrumentator
- tests/tool_use
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/serve/instrumentator
- PYTHONPATH=/vllm-workspace pytest -v -s entrypoints/rpc
- pytest -v -s tool_use
- label: Entrypoints Integration (Responses API) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai/responses
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai/responses
- label: EPLB Algorithm # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/eplb
- tests/distributed/test_eplb_algo.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_eplb_algo.py
- label: EPLB Execution # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/eplb
- tests/distributed/test_eplb_execute.py
- tests/distributed/test_eplb_spec_decode.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_eplb_execute.py
- pytest -v -s distributed/test_eplb_spec_decode.py
- label: Elastic EP Scaling Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/compilation/
- tests/distributed/
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_elastic_ep.py
- label: Metrics, Tracing (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/tracing
commands:
- "pip install \
'opentelemetry-sdk>=1.26.0' \
'opentelemetry-api>=1.26.0' \
'opentelemetry-exporter-otlp>=1.26.0' \
'opentelemetry-semantic-conventions-ai>=0.4.1'"
- pytest -v -s v1/tracing
- label: Regression # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/test_regression
commands:
- pip install modelscope
- pytest -v -s test_regression.py
- label: Engine # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/engine
- tests/test_sequence
- tests/test_config
- tests/test_logger
- tests/test_vllm_port
commands:
- pytest -v -s engine test_sequence.py test_config.py test_logger.py test_vllm_port.py
- label: Engine (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/
- tests/v1/engine/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/engine/test_preprocess_error_handling.py
- pytest -v -s v1/engine --ignore v1/engine/test_preprocess_error_handling.py
- label: e2e Scheduling (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/
- tests/v1/e2e/general/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/general/test_async_scheduling.py
- label: e2e Core (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/
- tests/v1/e2e/general/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/general --ignore v1/e2e/general/test_async_scheduling.py
- label: Spec Decode Speculators + MTP # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- vllm/transformers_utils/configs/speculators/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "speculators or mtp_correctness"
- label: Spec Decode Ngram + Suffix # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "ngram or suffix"
- label: Spec Decode Draft Model # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "draft_model or no_sync or batch_inference"
- label: V1 e2e (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/e2e
commands:
- pytest -v -s v1/e2e/spec_decode/test_spec_decode.py -k "tensor_parallelism"
- label: V1 Sample + Logits # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/sample
- tests/v1/logits_processors
- tests/v1/test_oracle.py
- tests/v1/test_request.py
- tests/v1/test_outputs.py
commands:
- pytest -v -s v1/sample
- pytest -v -s v1/logits_processors
- pytest -v -s v1/test_oracle.py
- pytest -v -s v1/test_request.py
- pytest -v -s v1/test_outputs.py
- label: V1 Core + KV + Metrics # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/core
- tests/v1/executor
- tests/v1/kv_offload
- tests/v1/worker
- tests/v1/kv_connector/unit
- tests/v1/metrics
- tests/entrypoints/openai/correctness/test_lmeval.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- pytest -v -s -m 'not cpu_test' v1/core
- pytest -v -s v1/executor
- pytest -v -s v1/kv_offload
- pytest -v -s v1/worker
- pytest -v -s -m 'not cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'not cpu_test' v1/metrics
- pip install -U git+https://github.com/robertgshaw2-redhat/lm-evaluation-harness.git@streaming-api
- pytest -v -s entrypoints/openai/correctness/test_lmeval.py::test_lm_eval_accuracy_v1_engine
- label: V1 Speculative Decoding (slow) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/model_executor/models/
- vllm/v1/attention/
- vllm/model_executor/layers/
- tests/v1/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s -m 'slow_test' v1/spec_decode/test_eagle.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_extract_hidden_states.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_max_len.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_mtp.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_ngram.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_speculators_eagle3.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_tree_attention.py
- label: V1 attention (H100-MI250) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/config/attention.py
- vllm/model_executor/layers/attention
- vllm/v1/attention
- tests/v1/attention
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/attention
- label: V1 others (CPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
no_gpu: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1
commands:
- pytest -v -s -m 'cpu_test' v1/core
- pytest -v -s v1/structured_output
- pytest -v -s v1/test_serial_utils.py
- pytest -v -s -m 'cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'cpu_test' v1/metrics
- label: Examples # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/examples"
source_file_dependencies:
- vllm/entrypoints
- vllm/multimodal
- examples/
- vllm/platforms/rocm.py
commands:
- pip install tensorizer
# Basic
- python3 basic/offline_inference/chat.py --attention-backend TRITON_ATTN
- python3 basic/offline_inference/generate.py --model facebook/opt-125m
- python3 basic/offline_inference/generate.py --model meta-llama/Llama-2-13b-chat-hf --cpu-offload-gb 10
- python3 basic/offline_inference/classify.py
- python3 basic/offline_inference/embed.py
- python3 basic/offline_inference/score.py
# Multi-modal models
- python3 offline_inference/audio_language.py --seed 0
- python3 offline_inference/vision_language.py --seed 0
- python3 offline_inference/vision_language_multi_image.py --seed 0
- python3 offline_inference/encoder_decoder_multimodal.py --model-type whisper --seed 0
# Pooling models
- python3 pooling/embed/vision_embedding_offline.py --seed 0
# Features demo
- python3 offline_inference/prefix_caching.py
- python3 offline_inference/llm_engine_example.py
- python3 others/tensorize_vllm_model.py --model facebook/opt-125m serialize --serialized-directory /tmp/ --suffix v1 && python3 others/tensorize_vllm_model.py --model facebook/opt-125m deserialize --path-to-tensors /tmp/vllm/facebook/opt-125m/v1/model.tensors
- python3 offline_inference/spec_decode.py --test --method eagle --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 2048
- python3 offline_inference/spec_decode.py --test --method eagle3 --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 1536
- label: Platform Tests (CUDA) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/cuda
commands:
- pytest -v -s cuda/test_cuda_context.py
- pytest -v -s cuda/test_platform_no_cuda_init.py
- label: Samplers Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/layers
- vllm/sampling_metadata.py
- vllm/v1/sample/
- vllm/beam_search.py
- tests/samplers
- tests/conftest.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s samplers
- label: LoRA %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
parallelism: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/lora
- tests/lora
- vllm/platforms/rocm.py
commands:
- pytest -v -s lora --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT --ignore=lora/test_chatglm3_tp.py --ignore=lora/test_llama_tp.py --ignore=lora/test_llm_with_multi_loras.py --ignore=lora/test_olmoe_tp.py --ignore=lora/test_deepseekv2_tp.py --ignore=lora/test_gptoss_tp.py --ignore=lora/test_qwen3moe_tp.py
- label: PyTorch Compilation Unit Tests # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/compilation/
- vllm/model_executor/layers/
- vllm/v1/worker/
- vllm/v1/attention/
- vllm/v1/cudagraph_dispatcher.py
- vllm/config/compilation.py
- csrc/
- tests/compile
- vllm/platforms/rocm.py
commands:
- "find compile/ -maxdepth 1 -name 'test_*.py' -print0 | xargs -0 -n1 -I{} pytest -s -v '{}'"
- label: PyTorch Fullgraph Smoke Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/compilation/
- vllm/model_executor/
- vllm/v1/attention/
- vllm/config/compilation.py
- csrc/
- tests/compile
- vllm/platforms/rocm.py
commands:
- "find compile/fullgraph/ -name 'test_*.py' -not -name 'test_full_graph.py' -exec pytest -s -v {} \\\\;"
- label: PyTorch Fullgraph # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/compilation/
- vllm/model_executor/
- vllm/v1/attention/
- vllm/config/compilation.py
- csrc/
- tests/compile
- vllm/platforms/rocm.py
commands:
- pytest -v -s compile/fullgraph/test_full_graph.py -k 'not test_fp8_kv_scale_compile'
- label: Cudagraph # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- tests/v1/cudagraph
- vllm/v1/cudagraph_dispatcher.py
- vllm/config/compilation.py
- vllm/compilation
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/cudagraph/test_cudagraph_dispatch.py
- pytest -v -s v1/cudagraph/test_cudagraph_mode.py
- label: Kernels Core Operation Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- tests/kernels/core
- tests/kernels/test_top_k_per_row.py
- tests/kernels/test_concat_mla_q.py
- vllm/model_executor/layers/rotary_embedding/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/core kernels/test_top_k_per_row.py
- label: Kernels Mamba Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/mamba/
- tests/kernels/mamba
- vllm/model_executor/layers/mamba/ops
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/mamba
- label: Kernels Helion Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/utils/import_utils.py
- tests/kernels/helion/
- vllm/platforms/rocm.py
commands:
- pip install helion==0.3.3
- pytest -v -s kernels/helion/
- label: Model Executor # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/engine/arg_utils.py
- vllm/config/model.py
- vllm/model_executor
- tests/model_executor
- tests/entrypoints/openai/completion/test_tensorizer_entrypoint.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- apt-get update && apt-get install -y curl libsodium23
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s model_executor -m '(not slow_test)'
- pytest -v -s entrypoints/openai/completion/test_tensorizer_entrypoint.py
- label: Benchmarks # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/.buildkite"
source_file_dependencies:
- benchmarks/
- vllm/platforms/rocm.py
commands:
- bash scripts/run-benchmarks.sh
- label: Benchmarks CLI Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/benchmarks/
commands:
- pytest -v -s benchmarks/
- label: OpenAI API correctness # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/entrypoints/openai/
- vllm/model_executor/models/whisper.py
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/model_executor/model_loader/
commands:
- bash ../tools/install_torchcodec_rocm.sh || exit 1
- pytest -s entrypoints/openai/correctness/
- label: Basic Models Tests (Initialization) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/test_initialization.py
- tests/models/registry.py
commands:
- pytest -v -s models/test_initialization.py::test_can_initialize_small_subset
- label: Basic Models Tests (Extra Initialization) %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/layers/
- tests/models/test_initialization.py
- tests/models/registry.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s models/test_initialization.py -k 'not test_can_initialize_small_subset' --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT --shard-id=$$BUILDKITE_PARALLEL_JOB
- label: Basic Models Tests (Other) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/test_terratorch.py
- tests/models/test_transformers.py
- tests/models/test_registry.py
commands:
- pytest -v -s models/test_terratorch.py models/test_transformers.py models/test_registry.py
- label: Basic Models Test (Other CPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
no_gpu: true
optional: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/test_utils.py
- tests/models/test_vision.py
commands:
- pytest -v -s models/test_utils.py models/test_vision.py
- label: Language Models Tests (Extra Standard) %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- tests/models/language/pooling/test_embedding.py
- tests/models/language/generation/test_common.py
- tests/models/language/pooling/test_classification.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pip freeze | grep -E 'torch'
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s models/language -m 'core_model and slow_test' --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT --shard-id=$$BUILDKITE_PARALLEL_JOB
- label: Language Models Test (PPL) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/generation_ppl_test
commands:
- pytest -v -s models/language/generation_ppl_test
- label: Language Models Test (Extended Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/pooling
commands:
- pytest -v -s models/language/pooling -m 'not core_model'
- label: Language Models Test (MTEB) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/pooling_mteb_test
commands:
- pytest -v -s models/language/pooling_mteb_test
- label: Multi-Modal Processor (CPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
no_gpu: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
- tests/models/registry.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/processing --ignore models/multimodal/processing/test_tensor_schema.py
- label: Multi-Modal Accuracy Eval (Small Models) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
optional: true
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- vllm/multimodal/
- vllm/inputs/
- vllm/v1/core/
- vllm/platforms/rocm.py
- vllm/model_executor/model_loader/
commands:
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-mm-small.txt --tp-size=1
- label: "Multi-Modal Models (Standard) 1: qwen2" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen2"
- pytest -v -s models/multimodal/generation/test_ultravox.py -m core_model
- label: "Multi-Modal Models (Standard) 2: qwen3 + gemma" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen3 or gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_5_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 3: llava + qwen2_vl" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "not qwen2 and not qwen3 and not gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 4: other + whisper" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal -m core_model --ignore models/multimodal/generation/test_common.py --ignore models/multimodal/generation/test_ultravox.py --ignore models/multimodal/generation/test_qwen2_5_vl.py --ignore models/multimodal/generation/test_qwen2_vl.py --ignore models/multimodal/generation/test_whisper.py --ignore models/multimodal/processing
- cd .. && VLLM_WORKER_MULTIPROC_METHOD=spawn pytest -v -s tests/models/multimodal/generation/test_whisper.py -m core_model
- label: Multi-Modal Models (Extended Generation 1) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation -m 'not core_model' --ignore models/multimodal/generation/test_common.py
- pytest -v -s models/multimodal/test_mapping.py
- label: Multi-Modal Models (Extended Generation 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=0) and not core_model'
- label: Multi-Modal Models (Extended Generation 3) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=1) and not core_model'
- label: Multi-Modal Models (Extended Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/pooling
commands:
- pytest -v -s models/multimodal/pooling -m 'not core_model'
- label: Distributed Comm Ops # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed
- tests/distributed
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_comm_ops.py
- pytest -v -s distributed/test_shm_broadcast.py
- pytest -v -s distributed/test_shm_buffer.py
- pytest -v -s distributed/test_shm_storage.py
- label: Distributed DP Tests (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/v1/distributed
- tests/entrypoints/openai/test_multi_api_servers.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_async_llm_dp.py
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_eagle_dp.py
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
- DP_SIZE=2 pytest -v -s entrypoints/openai/test_multi_api_servers.py
- label: Distributed Compile + RPC Tests (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/compilation/
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/compile/fullgraph/test_basic_correctness.py
- tests/compile/test_wrapper.py
- tests/entrypoints/llm/test_collective_rpc.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s entrypoints/llm/test_collective_rpc.py
- pytest -v -s ./compile/fullgraph/test_basic_correctness.py
- pytest -v -s ./compile/test_wrapper.py
- label: Distributed Torchrun + Shutdown Tests (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/distributed/
- tests/v1/shutdown
- tests/v1/worker/test_worker_memory_snapshot.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- VLLM_TEST_SAME_HOST=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
- VLLM_TEST_SAME_HOST=1 VLLM_TEST_WITH_DEFAULT_DEVICE_SET=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
- CUDA_VISIBLE_DEVICES=0,1 pytest -v -s v1/shutdown
- pytest -v -s v1/worker/test_worker_memory_snapshot.py
- label: Distributed Model Tests (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/model_loader/sharded_state_loader.py
- vllm/model_executor/models/
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- tests/basic_correctness/
- tests/model_executor/model_loader/test_sharded_state_loader.py
- tests/models/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- TARGET_TEST_SUITE=L4 pytest basic_correctness/ -v -s -m 'distributed(num_gpus=2)'
- CUDA_VISIBLE_DEVICES=0,1 pytest -v -s model_executor/model_loader/test_sharded_state_loader.py -m '(not slow_test)'
- pytest models/test_transformers.py -v -s -m 'distributed(num_gpus=2)'
- pytest models/language -v -s -m 'distributed(num_gpus=2)'
- pytest models/multimodal -v -s -m 'distributed(num_gpus=2)' --ignore models/multimodal/generation/test_whisper.py
- VLLM_WORKER_MULTIPROC_METHOD=spawn pytest models/multimodal/generation/test_whisper.py -v -s -m 'distributed(num_gpus=2)'
- label: Plugin Tests (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/plugins/
- tests/plugins/
- vllm/platforms/rocm.py
commands:
# BEGIN: platform plugin and general plugin tests, all the code in-between runs on dummy platform
- pip install -e ./plugins/vllm_add_dummy_platform
- pytest -v -s plugins_tests/test_platform_plugins.py
- pip uninstall vllm_add_dummy_platform -y
# END: platform plugin tests
# BEGIN: `io_processor` plugins test, all the code in between uses the `prithvi_io_processor` plugin
- pip install -e ./plugins/prithvi_io_processor_plugin
- pytest -v -s plugins_tests/test_io_processor_plugins.py
- pip uninstall prithvi_io_processor_plugin -y
# END: `io_processor` plugins test
# BEGIN: `bge_m3_sparse io_processor` test
- pip install -e ./plugins/bge_m3_sparse_plugin
- pytest -v -s plugins_tests/test_bge_m3_sparse_io_processor_plugins.py
- pip uninstall bge_m3_sparse_plugin -y
# END: `bge_m3_sparse io_processor` test
# BEGIN: `stat_logger` plugins test
- pip install -e ./plugins/vllm_add_dummy_stat_logger
- pytest -v -s plugins_tests/test_stats_logger_plugins.py
- pip uninstall dummy_stat_logger -y
# END: `stat_logger` plugins test
# BEGIN: other tests
- pytest -v -s plugins_tests/test_scheduler_plugins.py
- pip install -e ./plugins/vllm_add_dummy_model
- pytest -v -s distributed/test_distributed_oot.py
- pytest -v -s entrypoints/openai/chat_completion/test_oot_registration.py
- pytest -v -s models/test_oot_registration.py
- pytest -v -s plugins/lora_resolvers
# END: other tests
- label: Pipeline + Context Parallelism (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/model_executor/models/
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- tests/distributed/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_pp_cudagraph.py
- pytest -v -s distributed/test_pipeline_parallel.py
- label: Ray Dependency Compatibility Check # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_1
working_dir: "/"
source_file_dependencies:
- requirements/
- setup.py
- vllm/platforms/rocm.py
commands:
- bash /vllm-workspace/.buildkite/scripts/check-ray-compatibility.sh
- label: Distributed NixlConnector PD accuracy (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: DP EP Distributed NixlConnector PD accuracy tests (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- DP_EP=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: NixlConnector PD + Spec Decode acceptance (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- vllm/v1/worker/kv_connector_model_runner_mixin.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/spec_decode_acceptance_test.sh
- label: CrossLayer KV layout Distributed NixlConnector PD accuracy tests (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- CROSS_LAYERS_BLOCKS=True ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: Hyrbid SSM NixlConnector PD accuracy tests (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi250_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- HYBRID_SSM=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: Distributed Tests (2 GPUs)(H100-MI250) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx90anightly, amdmi250]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/distributed/
- vllm/v1/distributed/
- vllm/model_executor/layers/fused_moe/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- tests/distributed/test_context_parallel.py
- examples/offline_inference/data_parallel.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s tests/distributed/test_context_parallel.py
- VLLM_LOGGING_LEVEL=DEBUG python3 examples/offline_inference/data_parallel.py --model=Qwen/Qwen1.5-MoE-A2.7B -tp=1 -dp=2 --max-model-len=2048 --all2all-backend=allgather_reducescatter --disable-nccl-for-dp-synchronization
#####################################################################################################################################
# #
# gfx942 #
# #
#####################################################################################################################################
- label: Entrypoints Integration (LLM) # 13.1m
timeout_in_minutes: 22
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/llm
- tests/entrypoints/offline_mode
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/llm --ignore=entrypoints/llm/test_generate.py --ignore=entrypoints/llm/test_collective_rpc.py
- pytest -v -s entrypoints/llm/test_generate.py
- pytest -v -s entrypoints/offline_mode
- label: Entrypoints Integration (API Server openai - Part 1) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai/chat_completion --ignore=entrypoints/openai/chat_completion/test_chat_with_tool_reasoning.py --ignore=entrypoints/openai/chat_completion/test_oot_registration.py
- label: Entrypoints Integration (API Server openai - Part 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai/completion --ignore=entrypoints/openai/completion/test_tensorizer_entrypoint.py
- pytest -v -s entrypoints/openai/speech_to_text/
- pytest -v -s entrypoints/test_chat_utils.py
- label: Entrypoints Integration (API Server openai - Part 3) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai --ignore=entrypoints/openai/chat_completion --ignore=entrypoints/openai/completion --ignore=entrypoints/openai/speech_to_text/ --ignore=entrypoints/openai/correctness/ --ignore=entrypoints/openai/tool_parsers/ --ignore=entrypoints/openai/responses
- label: Entrypoints Integration (API Server 2) #26.9m
timeout_in_minutes: 45
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/rpc
- tests/entrypoints/serve/instrumentator
- tests/tool_use
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/serve/instrumentator
- PYTHONPATH=/vllm-workspace pytest -v -s entrypoints/rpc
- pytest -v -s tool_use
- label: Entrypoints Integration (Pooling) # 22.8m
timeout_in_minutes: 48
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/pooling
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/pooling
- label: Distributed Torchrun + Examples (4 GPUs) # TBD
timeout_in_minutes: 80
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- tests/distributed/test_torchrun_example.py
- tests/distributed/test_torchrun_example_moe.py
- examples/rl/
- tests/examples/offline_inference/data_parallel.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- torchrun --nproc-per-node=4 distributed/test_torchrun_example.py
- PP_SIZE=2 torchrun --nproc-per-node=4 distributed/test_torchrun_example.py
- TP_SIZE=4 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
- PP_SIZE=2 TP_SIZE=2 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
- DP_SIZE=4 ENABLE_EP=1 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
- TP_SIZE=2 DP_SIZE=2 ENABLE_EP=1 torchrun --nproc-per-node=4 distributed/test_torchrun_example_moe.py
- python3 ../examples/offline_inference/data_parallel.py --enforce-eager
# rlhf examples
- VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 ../examples/rl/rlhf_nccl.py
- VLLM_ALLOW_INSECURE_SERIALIZATION=1 python3 ../examples/rl/rlhf_ipc.py
- label: Distributed DP Tests (4 GPUs) # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- tests/v1/distributed
- tests/v1/engine/test_engine_core_client.py
- tests/distributed/test_utils
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_async_llm_dp.py
- TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_eagle_dp.py
- TP_SIZE=2 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
- TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_internal_lb_dp.py
- TP_SIZE=1 DP_SIZE=4 pytest -v -s v1/distributed/test_hybrid_lb_dp.py
- pytest -v -s v1/engine/test_engine_core_client.py::test_kv_cache_events_dp
- pytest -v -s distributed/test_utils.py
- label: Distributed Compile + Comm (4 GPUs) # TBD
timeout_in_minutes: 40
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- tests/distributed/test_pynccl
- tests/distributed/test_events
- tests/compile/fullgraph/test_basic_correctness.py
- tests/distributed/test_symm_mem_allreduce.py
- tests/distributed/test_multiproc_executor.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s compile/fullgraph/test_basic_correctness.py
- pytest -v -s distributed/test_pynccl.py
- pytest -v -s distributed/test_events.py
- pytest -v -s distributed/test_symm_mem_allreduce.py
- pytest -v -s distributed/test_multiproc_executor.py::test_multiproc_executor_multi_node
- label: Distributed Tests (8 GPUs)(H100-MI325) # 6.4m
timeout_in_minutes: 10
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_8
num_gpus: 8
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- examples/offline_inference/torchrun_dp_example.py
- vllm/config/parallel.py
- vllm/distributed/
- vllm/v1/engine/llm_engine.py
- vllm/v1/executor/uniproc_executor.py
- vllm/v1/worker/gpu_worker.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- torchrun --nproc-per-node=8 ../examples/offline_inference/torchrun_dp_example.py --tp-size=2 --pp-size=1 --dp-size=4 --enable-ep
- label: Elastic EP Scaling Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/compilation/
- tests/distributed/
- vllm/platforms/rocm.py
commands:
- pytest -v -s distributed/test_elastic_ep.py
- label: Engine # 11.3m
timeout_in_minutes: 35
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/engine
- tests/test_sequence
- tests/test_config
- tests/test_logger
- tests/test_vllm_port
commands:
- pytest -v -s engine test_sequence.py test_config.py test_logger.py test_vllm_port.py
- label: Engine (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/engine/
- tests/v1/engine/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/engine/test_preprocess_error_handling.py
- pytest -v -s v1/engine --ignore v1/engine/test_preprocess_error_handling.py
- label: e2e Scheduling (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/
- tests/v1/e2e/general/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/general/test_async_scheduling.py
- label: e2e Core (1 GPU) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/
- tests/v1/e2e/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/general --ignore v1/e2e/general/test_async_scheduling.py
- label: Spec Decode Eagle # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "eagle_correctness"
- label: Spec Decode Speculators + MTP # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- vllm/transformers_utils/configs/speculators/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "speculators or mtp_correctness"
- label: Spec Decode Ngram + Suffix # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "ngram or suffix"
- label: Spec Decode Draft Model # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/v1/worker/gpu/spec_decode/
- vllm/model_executor/model_loader/
- vllm/v1/sample/
- vllm/model_executor/layers/
- tests/v1/e2e/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/e2e/spec_decode -k "draft_model or no_sync or batch_inference"
- label: V1 e2e (2 GPUs) # 7.1m
timeout_in_minutes: 12
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/e2e
commands:
- pytest -v -s v1/e2e/spec_decode/test_spec_decode.py -k "tensor_parallelism"
- label: V1 e2e (4 GPUs) # 52.6m
timeout_in_minutes: 106
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/e2e
commands:
- pytest -v -s v1/e2e/spec_decode/test_spec_decode.py -k "eagle_correctness_heavy"
- label: V1 e2e (4xH100-4xMI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
optional: true
source_file_dependencies:
- vllm/v1/attention/backends/utils.py
- vllm/v1/worker/gpu_model_runner.py
- tests/v1/e2e/test_hybrid_chunked_prefill.py
commands:
- pytest -v -s v1/e2e/test_hybrid_chunked_prefill.py
- label: V1 Spec Decode # TBD
timeout_in_minutes: 40
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/spec_decode
commands:
- pytest -v -s -m 'not slow_test' v1/spec_decode
- label: V1 Sample + Logits # TBD
timeout_in_minutes: 40
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/sample
- tests/v1/logits_processors
- tests/v1/test_oracle.py
- tests/v1/test_request.py
- tests/v1/test_outputs.py
commands:
- pytest -v -s v1/sample
- pytest -v -s v1/logits_processors
- pytest -v -s v1/test_oracle.py
- pytest -v -s v1/test_request.py
- pytest -v -s v1/test_outputs.py
- label: V1 Core + KV + Metrics # TBD
timeout_in_minutes: 40
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/core
- tests/v1/executor
- tests/v1/kv_offload
- tests/v1/worker
- tests/v1/kv_connector/unit
- tests/v1/metrics
- tests/entrypoints/openai/correctness/test_lmeval.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- pytest -v -s -m 'not cpu_test' v1/core
- pytest -v -s v1/executor
- pytest -v -s v1/kv_offload
- pytest -v -s v1/worker
- pytest -v -s -m 'not cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'not cpu_test' v1/metrics
- pip install -U git+https://github.com/robertgshaw2-redhat/lm-evaluation-harness.git@streaming-api
# - export HSA_NO_SCRATCH_RECLAIM=1
- pytest -v -s entrypoints/openai/correctness/test_lmeval.py::test_lm_eval_accuracy_v1_engine
- label: V1 Speculative Decoding (slow) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/model_executor/models/
- vllm/v1/attention/
- vllm/model_executor/layers/
- tests/v1/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s -m 'slow_test' v1/spec_decode/test_eagle.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_extract_hidden_states.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_max_len.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_mtp.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_ngram.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_speculators_eagle3.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_tree_attention.py
- label: Acceptance Length Test (Large Models) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/model_executor/models/mlp_speculator.py
- tests/v1/spec_decode/test_acceptance_length.py
- vllm/platforms/rocm.py
commands:
- export VLLM_ALLOW_INSECURE_SERIALIZATION=1
- pytest -v -s v1/spec_decode/test_acceptance_length.py -m slow_test
- label: V1 attention (H100-MI325) # 14.5m
timeout_in_minutes: 40
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/config/attention.py
- vllm/model_executor/layers/attention
- vllm/v1/attention
- tests/v1/attention
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/attention
- label: Batch Invariance (H100-MI325) # 5.2m
timeout_in_minutes: 12
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/attention
- vllm/model_executor/layers
- tests/v1/determinism/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pip install pytest-timeout pytest-forked
- pytest -v -s v1/determinism/test_batch_invariance.py
- pytest -v -s v1/determinism/test_rms_norm_batch_invariant.py
- label: V1 others (CPU) # 10.4m
timeout_in_minutes: 28
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
no_gpu: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1
commands:
- pytest -v -s -m 'cpu_test' v1/core
- pytest -v -s v1/structured_output
- pytest -v -s v1/test_serial_utils.py
- pytest -v -s -m 'cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'cpu_test' v1/metrics
- label: Examples # 24.5m
timeout_in_minutes: 55
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/examples"
source_file_dependencies:
- vllm/entrypoints
- vllm/multimodal
- examples/
- vllm/platforms/rocm.py
commands:
- pip install tensorizer
# Basic
- python3 basic/offline_inference/chat.py --attention-backend TRITON_ATTN
- python3 basic/offline_inference/generate.py --model facebook/opt-125m
- python3 basic/offline_inference/generate.py --model meta-llama/Llama-2-13b-chat-hf --cpu-offload-gb 10
- python3 basic/offline_inference/classify.py
- python3 basic/offline_inference/embed.py
- python3 basic/offline_inference/score.py
# Multi-modal models
- python3 offline_inference/audio_language.py --seed 0
- python3 offline_inference/vision_language.py --seed 0
- python3 offline_inference/vision_language_multi_image.py --seed 0
- python3 offline_inference/encoder_decoder_multimodal.py --model-type whisper --seed 0
# Pooling models
- python3 pooling/embed/vision_embedding_offline.py --seed 0
# Features demo
- python3 offline_inference/prefix_caching.py
- python3 offline_inference/llm_engine_example.py
- python3 others/tensorize_vllm_model.py --model facebook/opt-125m serialize --serialized-directory /tmp/ --suffix v1 && python3 others/tensorize_vllm_model.py --model facebook/opt-125m deserialize --path-to-tensors /tmp/vllm/facebook/opt-125m/v1/model.tensors
- python3 offline_inference/spec_decode.py --test --method eagle --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 2048
- python3 offline_inference/spec_decode.py --test --method eagle3 --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 1536
- label: Platform Tests (CUDA) # 5.0m
timeout_in_minutes: 9
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/cuda
commands:
- pytest -v -s cuda/test_cuda_context.py
- pytest -v -s cuda/test_platform_no_cuda_init.py
- label: PyTorch Compilation Passes Unit Tests # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/compile/passes
commands:
- pytest -s -v compile/passes --ignore compile/passes/distributed
- label: Kernels Core Operation Test # 26.8m
timeout_in_minutes: 38
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- tests/kernels/core
- tests/kernels/test_top_k_per_row.py
- tests/kernels/test_concat_mla_q.py
- vllm/model_executor/layers/rotary_embedding/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/core kernels/test_top_k_per_row.py
- label: Kernels Attention Test %N # 17.7m
timeout_in_minutes: 28
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/attention/
- vllm/v1/attention
- vllm/model_executor/layers/attention
- tests/kernels/attention
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/attention --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels Quantization Test %N # 15.2m
timeout_in_minutes: 24
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/quantization/
- vllm/model_executor/layers/quantization
- tests/kernels/quantization
- tests/kernels/quantization/test_rocm_skinny_gemms.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/model_executor/kernels/
commands:
- pytest -v -s kernels/quantization --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels MoE Test %N # TBD
timeout_in_minutes: 19
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
parallelism: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/quantization/cutlass_w8a8/moe/
- csrc/moe/
- tests/kernels/moe
- vllm/model_executor/layers/fused_moe/
- vllm/distributed/device_communicators/
- vllm/envs.py
- vllm/config
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/moe --ignore=kernels/moe/test_modular_oai_triton_moe.py --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- pytest -v -s kernels/moe/test_modular_oai_triton_moe.py --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels FP8 MoE Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/moe/
- csrc/quantization/w8a8/cutlass/moe/
- vllm/model_executor/layers/fused_moe/
- tests/kernels/moe/test_deepep_moe.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/envs.py
commands:
- pytest -v -s kernels/moe/test_deepep_moe.py
- label: ROCm AITER Ops Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
- tests/rocm/aiter/
- vllm/v1/attention/backends/mla/rocm_aiter_mla.py
- vllm/v1/attention/selector.py
commands:
- pytest -v -s rocm/aiter/
- label: Benchmarks # 8.2m
timeout_in_minutes: 20
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/.buildkite"
source_file_dependencies:
- benchmarks/
- vllm/platforms/rocm.py
commands:
- bash scripts/run-benchmarks.sh
- label: Quantization # 36.1m
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/quantization
commands:
# temporary install here since we need nightly, will move to requirements/test.in
# after torchao 0.12 release, and pin a working version of torchao nightly here
# since torchao nightly is only compatible with torch nightly currently
# https://github.com/pytorch/ao/issues/2919, we'll have to skip new torchao tests for now
# we can only upgrade after this is resolved
# TODO(jerryzh168): resolve the above comment
- uv pip install --system torchao==0.17.0
- uv pip install --system conch-triton-kernels
- VLLM_TEST_FORCE_LOAD_FORMAT=auto pytest -v -s quantization/ --ignore quantization/test_blackwell_moe.py
- label: Language Models Tests (Standard) # 22.8m
timeout_in_minutes: 38
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language
commands:
- pip freeze | grep -E 'torch'
- pytest -v -s models/language -m 'core_model and (not slow_test)'
- label: Language Models Tests (Hybrid) %N # 34.9m
timeout_in_minutes: 55
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
torch_nightly: true
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/generation
commands:
- uv pip install --system --no-build-isolation 'git+https://github.com/AndreasKaratzas/mamba@fix-rocm-7.0-warp-size-constexpr'
- uv pip install --system --no-build-isolation 'git+https://github.com/Dao-AILab/causal-conv1d@v1.5.2'
- pytest -v -s models/language/generation -m hybrid_model --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT --shard-id=$$BUILDKITE_PARALLEL_JOB
- label: Language Models Test (Extended Generation) # 32.2m
timeout_in_minutes: 55
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/generation
commands:
- uv pip install --system --no-build-isolation 'git+https://github.com/AndreasKaratzas/mamba@fix-rocm-7.0-warp-size-constexpr'
- uv pip install --system --no-build-isolation 'git+https://github.com/Dao-AILab/causal-conv1d@v1.5.2'
- pytest -v -s models/language/generation -m '(not core_model) and (not hybrid_model)'
- label: Multi-Modal Processor # 1h 42m
timeout_in_minutes: 138
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
- tests/models/registry.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/processing/test_tensor_schema.py
- label: "Multi-Modal Models (Standard) 1: qwen2" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen2"
- pytest -v -s models/multimodal/generation/test_ultravox.py -m core_model
- label: "Multi-Modal Models (Standard) 2: qwen3 + gemma" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen3 or gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_5_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 3: llava + qwen2_vl" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "not qwen2 and not qwen3 and not gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 4: other + whisper" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal -m core_model --ignore models/multimodal/generation/test_common.py --ignore models/multimodal/generation/test_ultravox.py --ignore models/multimodal/generation/test_qwen2_5_vl.py --ignore models/multimodal/generation/test_qwen2_vl.py --ignore models/multimodal/generation/test_whisper.py --ignore models/multimodal/processing
- cd .. && VLLM_WORKER_MULTIPROC_METHOD=spawn pytest -v -s tests/models/multimodal/generation/test_whisper.py -m core_model
- label: Multi-Modal Models (Extended Generation 1) # 1h 2m
timeout_in_minutes: 106
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation -m 'not core_model' --ignore models/multimodal/generation/test_common.py
- pytest -v -s models/multimodal/test_mapping.py
- label: Multi-Modal Models (Extended Generation 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=0) and not core_model'
- label: Multi-Modal Models (Extended Generation 3) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=1) and not core_model'
- label: Multi-Modal Models (Extended Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/pooling
commands:
- pytest -v -s models/multimodal/pooling -m 'not core_model'
- label: Quantized Models Test # 21.4m
timeout_in_minutes: 38
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/layers/quantization
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/models/quantization
- vllm/model_executor/model_loader/
commands:
- pytest -v -s models/quantization
- label: Transformers Nightly Models # 50.9m
timeout_in_minutes: 102
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/multimodal/
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/models/
- examples/
commands:
- pip install --upgrade git+https://github.com/huggingface/transformers
- pytest -v -s tests/models/test_initialization.py
- pytest -v -s tests/models/test_transformers.py
- pytest -v -s tests/models/multimodal/processing/
- pytest -v -s tests/models/multimodal/test_mapping.py
- python3 examples/basic/offline_inference/chat.py
- python3 examples/offline_inference/vision_language.py --model-type qwen2_5_vl
- VLLM_WORKER_MULTIPROC_METHOD=spawn python3 examples/offline_inference/audio_language.py --model-type whisper
- label: Quantized MoE Test (B200-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/"
source_file_dependencies:
- tests/quantization/test_gfx3xx_moe.py
- vllm/model_executor/models/deepseek_v2.py
- vllm/model_executor/models/gpt_oss.py
- vllm/model_executor/models/llama4.py
- vllm/model_executor/layers/fused_moe
- vllm/model_executor/layers/quantization/compressed_tensors
- vllm/model_executor/layers/quantization/modelopt.py
- vllm/model_executor/layers/quantization/mxfp4.py
- vllm/v1/attention/backends/triton_attn.py
- vllm/v1/attention/backends/rocm_attn.py
- vllm/v1/attention/backends/rocm_aiter_fa.py
- vllm/v1/attention/backends/mla/
- vllm/v1/attention/selector.py
- vllm/model_executor/layers/layernorm.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/model_executor/model_loader/
commands:
- pytest -s -v tests/quantization/test_gfx3xx_moe.py
- label: Distributed DP Tests (2 GPUs) # 56.1m
timeout_in_minutes: 102
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/v1/distributed
- tests/entrypoints/openai/test_multi_api_servers.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_async_llm_dp.py
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_eagle_dp.py
- TP_SIZE=1 DP_SIZE=2 pytest -v -s v1/distributed/test_external_lb_dp.py
- DP_SIZE=2 pytest -v -s entrypoints/openai/test_multi_api_servers.py
- label: Distributed Compile + RPC Tests (2 GPUs) # 56.1m
timeout_in_minutes: 102
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/compilation/
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/compile/fullgraph/test_basic_correctness.py
- tests/compile/test_wrapper.py
- tests/entrypoints/llm/test_collective_rpc.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s entrypoints/llm/test_collective_rpc.py
- pytest -v -s ./compile/fullgraph/test_basic_correctness.py
- pytest -v -s ./compile/test_wrapper.py
- label: Distributed Torchrun + Shutdown Tests (2 GPUs) # 56.1m
timeout_in_minutes: 102
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/
- vllm/engine/
- vllm/executor/
- vllm/worker/worker_base.py
- vllm/v1/engine/
- vllm/v1/worker/
- tests/distributed/
- tests/v1/shutdown
- tests/v1/worker/test_worker_memory_snapshot.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- VLLM_TEST_SAME_HOST=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
- VLLM_TEST_SAME_HOST=1 VLLM_TEST_WITH_DEFAULT_DEVICE_SET=1 torchrun --nproc-per-node=4 distributed/test_same_node.py | grep 'Same node test passed'
- CUDA_VISIBLE_DEVICES=0,1 pytest -v -s v1/shutdown
- pytest -v -s v1/worker/test_worker_memory_snapshot.py
- label: Distributed Model Tests (2 GPUs) # 19.3m
timeout_in_minutes: 38
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/model_loader/sharded_state_loader.py
- vllm/model_executor/models/
- vllm/model_executor/layers/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/basic_correctness/
- tests/model_executor/model_loader/test_sharded_state_loader.py
- tests/models/
commands:
- TARGET_TEST_SUITE=L4 pytest basic_correctness/ -v -s -m 'distributed(num_gpus=2)'
- CUDA_VISIBLE_DEVICES=0,1 pytest -v -s model_executor/model_loader/test_sharded_state_loader.py -m '(not slow_test)'
- pytest models/test_transformers.py -v -s -m 'distributed(num_gpus=2)'
- pytest models/language -v -s -m 'distributed(num_gpus=2)'
- pytest models/multimodal -v -s -m 'distributed(num_gpus=2)' --ignore models/multimodal/generation/test_whisper.py
- VLLM_WORKER_MULTIPROC_METHOD=spawn pytest models/multimodal/generation/test_whisper.py -v -s -m 'distributed(num_gpus=2)'
- label: LoRA TP (Distributed) # 9.8m
timeout_in_minutes: 18
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/lora
- tests/lora
- vllm/platforms/rocm.py
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True
- pytest -v -s -x lora/test_chatglm3_tp.py
- pytest -v -s -x lora/test_llama_tp.py
- pytest -v -s -x lora/test_llm_with_multi_loras.py
- pytest -v -s -x lora/test_olmoe_tp.py
- pytest -v -s -x lora/test_gptoss_tp.py
- pytest -v -s -x lora/test_qwen35_densemodel_lora.py
- label: Weight Loading Multiple GPU # 7.5m
timeout_in_minutes: 14
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-amd.txt
- label: Weight Loading Multiple GPU - Large Models # 12.6m
timeout_in_minutes: 26
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-large-amd.txt
- label: Ray Dependency Compatibility Check # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
optional: true
working_dir: "/"
source_file_dependencies:
- requirements/
- setup.py
- vllm/platforms/rocm.py
commands:
- bash /vllm-workspace/.buildkite/scripts/check-ray-compatibility.sh
- label: Distributed NixlConnector PD accuracy (4 GPUs) # 27.4m
timeout_in_minutes: 44
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: CrossLayer KV layout Distributed NixlConnector PD accuracy tests (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- CROSS_LAYERS_BLOCKS=True ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: Distributed Tests (4 GPUs)(A100-MI325) # 20.9m
timeout_in_minutes: 37
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s distributed/test_custom_all_reduce.py
- torchrun --nproc_per_node=2 distributed/test_ca_buffer_sharing.py
- TARGET_TEST_SUITE=A100 pytest basic_correctness/ -v -s -m 'distributed(num_gpus=2)'
- pytest -v -s -x lora/test_mixtral.py
- label: Distributed Tests (2 GPUs)(H100-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/distributed/
- vllm/v1/distributed/
- vllm/model_executor/layers/fused_moe/
- tests/v1/distributed/test_dbo.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s tests/v1/distributed/test_dbo.py
- label: Distributed Compile Unit Tests (2xH100-2xMI325) # 14.3m
timeout_in_minutes: 32
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/compilation/
- vllm/model_executor/layers
- tests/compile/passes/distributed/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_TEST_CLEAN_GPU_MEMORY=1
- VLLM_TEST_CLEAN_GPU_MEMORY=1 pytest -v -s tests/compile/passes/distributed/test_async_tp.py
- pytest -v -s tests/compile/passes/distributed/test_sequence_parallelism.py
# TODO: this test is not supported on ROCm, there are aiter kernels for this.
# - pytest -v -s tests/compile/passes/distributed/test_fusion_all_reduce.py
# - pytest -v -s tests/compile/distributed/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm
# - "VLLM_TEST_CLEAN_GPU_MEMORY=1 pytest -v -s tests/compile/distributed/test_fusions_e2e.py -k 'not Llama-4'"
- label: LM Eval Small Models # 13.3m
timeout_in_minutes: 23
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -s -v evals/gsm8k/test_gsm8k_correctness.py --config-list-file=configs/models-small.txt
- label: LM Eval Small Models (MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-small-rocm.txt
- label: LM Eval Small Models (B200-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -s -v evals/gsm8k/test_gsm8k_correctness.py --config-list-file=configs/models-mi3xx-fp8-and-mixed.txt
- label: LM Eval Large Models (H200-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_8
optional: true
num_gpus: 8
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/quantization/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/model_executor/layers/layernorm.py
- csrc/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/evals/
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -s -v evals/gsm8k/test_gsm8k_correctness.py --config-list-file=configs/models-mi3xx.txt
- label: LM Eval Large Models (4 GPUs)(FP8) # 24.8m
timeout_in_minutes: 42
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_USE_DEEP_GEMM=0
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-large-rocm-fp8.txt --tp-size=4
- label: LM Eval Large Models (4 GPUs)(A100-MI325) # 17.3m
timeout_in_minutes: 27
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-large.txt --tp-size=4
- label: ROCm LM Eval Large Models (8 Card) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_8
optional: true
num_gpus: 8
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/quantization/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/model_executor/layers/layernorm.py
- csrc/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-large-rocm.txt --tp-size=8
- label: GPQA Eval (GPT-OSS) (H100-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/model_executor/layers/fused_moe/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- tests/evals/gpt_oss/
commands:
- uv pip install --system 'gpt-oss[eval]==0.0.5'
- pytest -s -v evals/gpt_oss/test_gpqa_correctness.py --config-list-file=configs/models-gfx942.txt
- label: DeepSeek V2-Lite Accuracy # 6.7m
timeout_in_minutes: 12
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/distributed/eplb
- vllm/model_executor/layers/fused_moe/
- vllm/model_executor/layers/quantization/
- vllm/v1/attention/backends/
- vllm/v1/attention/backends/mla/
- vllm/v1/attention/selector.py
- .buildkite/scripts/scheduled_integration_test/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- bash .buildkite/scripts/scheduled_integration_test/deepseek_v2_lite_ep_eplb.sh 0.25 200 8010
- label: DeepSeek V2-Lite Prefetch Offload Accuracy (H100-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
num_gpus: 1
working_dir: "/vllm-workspace"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/fused_moe/
- vllm/model_executor/layers/quantization/
- vllm/v1/attention/backends/
- vllm/v1/attention/backends/mla/
- vllm/v1/attention/selector.py
- .buildkite/scripts/scheduled_integration_test/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- bash .buildkite/scripts/scheduled_integration_test/deepseek_v2_lite_prefetch_offload.sh 0.25 200 8030
- label: Qwen3-30B-A3B-FP8-block Accuracy # 6.4m
timeout_in_minutes: 11
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
optional: true
working_dir: "/vllm-workspace"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/quantization/
- vllm/distributed/eplb
- vllm/model_executor/layers/fused_moe/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- .buildkite/scripts/scheduled_integration_test/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- bash .buildkite/scripts/scheduled_integration_test/qwen30b_a3b_fp8_block_ep_eplb.sh 0.8 200 8020
- label: Qwen3-Next-80B-A3B-Instruct MTP Async EPLB Accuracy # 10.9m
timeout_in_minutes: 22
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/spec_decode/
- vllm/distributed/eplb
- vllm/model_executor/layers/fused_moe/
- vllm/model_executor/layers/quantization/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- .buildkite/scripts/scheduled_integration_test/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- bash .buildkite/scripts/scheduled_integration_test/qwen3_next_mtp_async_eplb.sh 0.8 1319 8040
##### .buildkite/test_areas/compile.yaml #####
# Slowly setting up the tests so that it is also easier for the
# CI team to review and upstream to the pipelinev2.
# The following tests are important for vLLM IR Ops refactoring,
# which affects fusion passes on ROCm. So we have to
# enable them as as soon as possible.
## TODO: Enable the test in this group
# # corresponds to .buildkite/test_areas/compile.yaml
# - label: Fusion and Compile Unit Tests (2xB200-2xMI325) # TBD
# timeout_in_minutes: 180
# mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325, tj]
# agent_pool: mi325_1 # changed to 1 GPU until the fusion all reduce is enabled then only revert back to 2 GPUs
# num_gpus: 1
# working_dir: "/vllm-workspace/"
# source_file_dependencies:
# - csrc/quantization/fp4/
# - vllm/model_executor/layers/quantization/
# - vllm/model_executor/layers/layernorm.py
# - vllm/model_executor/layers/activation.py
# - vllm/model_executor/layers/attention/attention.py
# - vllm/v1/attention/backends/flashinfer.py
# - vllm/compilation/ # TODO(luka) limit to vllm/compilation/passes
# - tests/compile/test_fusion_attn.py
# - tests/compile/test_silu_mul_quant_fusion.py
# - tests/compile/distributed/test_fusion_all_reduce.py
# - tests/compile/fullgraph/test_full_graph.py
# commands:
# - rocm-smi
# # we run all backend tests on ROCm
# # These two tests are covered in "PyTorch Compilation Passes Unit Tests"
# # - "pytest -v -s tests/compile/passes/test_fusion_attn.py"
# # - "pytest -v -s tests/compile/passes/test_silu_mul_quant_fusion.py"
# # TODO: this test is not supported on ROCm, there are aiter kernels for this.
# # - pytest -v -s tests/compile/passes/distributed/test_fusion_all_reduce.py
# # TODO: find out more details
# # - pytest -v -s tests/compile/fullgraph/test_full_graph.py::test_fp8_kv_scale_compile
- label: Fusion E2E Quick (H100-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
num_gpus: 1
working_dir: "/vllm-workspace/"
source_file_dependencies:
- csrc/quantization/
- vllm/model_executor/
- vllm/v1/attention/
- vllm/compilation/
- tests/compile/fusions_e2e/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- rocm-smi
# Run all models and attn backends but only Inductor partition and native custom ops
- "pytest -v -s tests/compile/fusions_e2e/test_tp1_quant.py -k 'inductor_partition and not +rms_norm and not +quant_fp8'"
# Different from CUDA, Qwen requires +rms_norm and +quant_fp8 as rms+quant fusion is only supported on AITER
- "pytest -v -s tests/compile/fusions_e2e/test_tp1_quant.py -k 'inductor_partition and +rms_norm and +quant_fp8 and qwen3'"
- label: Fusion E2E Config Sweep (H100-MI325) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx942nightly, amdmi325]
agent_pool: mi325_1
num_gpus: 1
working_dir: "/vllm-workspace/"
source_file_dependencies:
- csrc/quantization/
- vllm/compilation/
- vllm/model_executor/layers/layernorm.py
- vllm/model_executor/layers/activation.py
- vllm/model_executor/layers/attention/attention.py
- vllm/model_executor/layers/quantization/input_quant_fp8.py
- tests/compile/fusions_e2e/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- rocm-smi
- pytest -v -s tests/compile/fusions_e2e/test_tp1_quant.py -k "llama-3"
## There are no ops on ROCm for these tests.
## The test still passes but the logs are not useful.
## fused ops just call torch.ops.symm_mem which
## exists in ROCm even though they don't work
# - label: AsyncTP Correctness Tests (2xH100-2xMI325)
# - label: Fusion E2E TP2 Quick (H100-MI325)
# - label: Fusion E2E TP2 AsyncTP Config Sweep (H100-MI325)
# - label: Fusion E2E TP2 (B200-MI325)
# - label: Sequence Parallel Correctness Tests (2xH100-2xMI325)
#####################################################################################################################################
# #
# gfx950 #
# #
#####################################################################################################################################
- label: Entrypoints Integration (API Server openai - Part 1) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai/chat_completion --ignore=entrypoints/openai/chat_completion/test_chat_with_tool_reasoning.py --ignore=entrypoints/openai/chat_completion/test_oot_registration.py
- label: Entrypoints Integration (API Server openai - Part 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai/completion --ignore=entrypoints/openai/completion/test_tensorizer_entrypoint.py
- pytest -v -s entrypoints/openai/speech_to_text/
- pytest -v -s entrypoints/test_chat_utils.py
- label: Entrypoints Integration (API Server openai - Part 3) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/openai
- tests/entrypoints/test_chat_utils
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/openai --ignore=entrypoints/openai/chat_completion --ignore=entrypoints/openai/completion --ignore=entrypoints/openai/speech_to_text/ --ignore=entrypoints/openai/correctness/ --ignore=entrypoints/openai/tool_parsers/ --ignore=entrypoints/openai/responses
- label: Entrypoints Integration (API Server 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/rpc
- tests/entrypoints/serve/instrumentator
- tests/tool_use
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/serve/instrumentator
- PYTHONPATH=/vllm-workspace pytest -v -s entrypoints/rpc
- pytest -v -s tool_use
- label: Entrypoints Integration (Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
fast_check: true
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/entrypoints/pooling
commands:
- export VLLM_WORKER_MULTIPROC_METHOD=spawn
- pytest -v -s entrypoints/pooling
- label: Regression # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/test_regression
commands:
- pip install modelscope
- pytest -v -s test_regression.py
- label: V1 Spec Decode # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/spec_decode
commands:
- pytest -v -s -m 'not slow_test' v1/spec_decode
- label: V1 Sample + Logits # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/sample
- tests/v1/logits_processors
- tests/v1/test_oracle.py
- tests/v1/test_request.py
- tests/v1/test_outputs.py
commands:
- pytest -v -s v1/sample
- pytest -v -s v1/logits_processors
- pytest -v -s v1/test_oracle.py
- pytest -v -s v1/test_request.py
- pytest -v -s v1/test_outputs.py
- label: V1 Core + KV + Metrics # TBD
timeout_in_minutes: 60
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/v1/core
- tests/v1/executor
- tests/v1/kv_offload
- tests/v1/worker
- tests/v1/kv_connector/unit
- tests/v1/metrics
- tests/entrypoints/openai/correctness/test_lmeval.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- pytest -v -s -m 'not cpu_test' v1/core
- pytest -v -s v1/executor
- pytest -v -s v1/kv_offload
- pytest -v -s v1/worker
- pytest -v -s -m 'not cpu_test' v1/kv_connector/unit
- pytest -v -s -m 'not cpu_test' v1/metrics
- pip install -U git+https://github.com/robertgshaw2-redhat/lm-evaluation-harness.git@streaming-api
- pytest -v -s entrypoints/openai/correctness/test_lmeval.py::test_lm_eval_accuracy_v1_engine
- label: V1 Speculative Decoding (slow) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/v1/spec_decode/
- vllm/model_executor/models/
- vllm/v1/attention/
- vllm/model_executor/layers/
- tests/v1/spec_decode/
- vllm/platforms/rocm.py
commands:
- pytest -v -s -m 'slow_test' v1/spec_decode/test_eagle.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_extract_hidden_states.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_max_len.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_mtp.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_ngram.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_speculators_eagle3.py
- pytest -v -s -m 'slow_test' v1/spec_decode/test_tree_attention.py
- label: V1 attention (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/config/attention.py
- vllm/model_executor/layers/attention
- vllm/v1/attention
- tests/v1/attention
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s v1/attention
- label: Examples # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/examples"
source_file_dependencies:
- vllm/entrypoints
- vllm/multimodal
- examples/
- vllm/platforms/rocm.py
commands:
- pip install tensorizer
# Basic
- python3 basic/offline_inference/chat.py --attention-backend TRITON_ATTN
- python3 basic/offline_inference/generate.py --model facebook/opt-125m
- python3 basic/offline_inference/generate.py --model meta-llama/Llama-2-13b-chat-hf --cpu-offload-gb 10
- python3 basic/offline_inference/classify.py
- python3 basic/offline_inference/embed.py
- python3 basic/offline_inference/score.py
# Multi-modal models
- python3 offline_inference/audio_language.py --seed 0
- python3 offline_inference/vision_language.py --seed 0
- python3 offline_inference/vision_language_multi_image.py --seed 0
- python3 offline_inference/encoder_decoder_multimodal.py --model-type whisper --seed 0
# Pooling models
- python3 pooling/embed/vision_embedding_offline.py --seed 0
# Features demo
- python3 offline_inference/prefix_caching.py
- python3 offline_inference/llm_engine_example.py
- python3 others/tensorize_vllm_model.py --model facebook/opt-125m serialize --serialized-directory /tmp/ --suffix v1 && python3 others/tensorize_vllm_model.py --model facebook/opt-125m deserialize --path-to-tensors /tmp/vllm/facebook/opt-125m/v1/model.tensors
- python3 offline_inference/spec_decode.py --test --method eagle --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 2048
- python3 offline_inference/spec_decode.py --test --method eagle3 --num_spec_tokens 3 --dataset-name hf --dataset-path philschmid/mt-bench --num-prompts 80 --temp 0 --top-p 1.0 --top-k -1 --tp 1 --enable-chunked-prefill --max-model-len 1536
- label: Kernels Attention Test %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
parallelism: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/attention/
- vllm/v1/attention
- vllm/model_executor/layers/attention
- tests/kernels/attention
- vllm/_aiter_ops.py
- vllm/envs.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/attention --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels Quantization Test %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
parallelism: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/quantization/
- vllm/model_executor/layers/quantization
- tests/kernels/quantization
- tests/kernels/quantization/test_rocm_skinny_gemms.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/model_executor/kernels/
commands:
- pytest -v -s kernels/quantization --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels MoE Test %N # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
parallelism: 4
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/quantization/cutlass_w8a8/moe/
- csrc/moe/
- tests/kernels/moe
- vllm/model_executor/layers/fused_moe/
- vllm/distributed/device_communicators/
- vllm/envs.py
- vllm/config
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -v -s kernels/moe --ignore=kernels/moe/test_modular_oai_triton_moe.py --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- pytest -v -s kernels/moe/test_modular_oai_triton_moe.py --shard-id=$$BUILDKITE_PARALLEL_JOB --num-shards=$$BUILDKITE_PARALLEL_JOB_COUNT
- label: Kernels FP8 MoE Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/moe/
- csrc/quantization/w8a8/cutlass/moe/
- vllm/model_executor/layers/fused_moe/
- tests/kernels/moe/test_deepep_moe.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/envs.py
commands:
- pytest -v -s kernels/moe/test_deepep_moe.py
- label: Quantization # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- tests/quantization
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- uv pip install --system torchao==0.17.0
- uv pip install --system conch-triton-kernels
- VLLM_TEST_FORCE_LOAD_FORMAT=auto pytest -v -s quantization/ --ignore quantization/test_blackwell_moe.py
- label: Language Models Tests (Standard) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
torch_nightly: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language
commands:
- pip freeze | grep -E 'torch'
- pytest -v -s models/language -m 'core_model and (not slow_test)'
- label: Language Models Test (Extended Generation) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/generation
commands:
- uv pip install --system --no-build-isolation 'git+https://github.com/AndreasKaratzas/mamba@fix-rocm-7.0-warp-size-constexpr'
- uv pip install --system --no-build-isolation 'git+https://github.com/Dao-AILab/causal-conv1d@v1.5.2'
- pytest -v -s models/language/generation -m '(not core_model) and (not hybrid_model)'
- label: Language Models Test (Extended Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/language/pooling
commands:
- pytest -v -s models/language/pooling -m 'not core_model'
- label: "Multi-Modal Models (Standard) 1: qwen2" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen2"
- pytest -v -s models/multimodal/generation/test_ultravox.py -m core_model
- label: "Multi-Modal Models (Standard) 2: qwen3 + gemma" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "qwen3 or gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_5_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 3: llava + qwen2_vl" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m core_model -k "not qwen2 and not qwen3 and not gemma"
- pytest -v -s models/multimodal/generation/test_qwen2_vl.py -m core_model
- label: "Multi-Modal Models (Standard) 4: other + whisper" # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
torch_nightly: true
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal -m core_model --ignore models/multimodal/generation/test_common.py --ignore models/multimodal/generation/test_ultravox.py --ignore models/multimodal/generation/test_qwen2_5_vl.py --ignore models/multimodal/generation/test_qwen2_vl.py --ignore models/multimodal/generation/test_whisper.py --ignore models/multimodal/processing
- cd .. && VLLM_WORKER_MULTIPROC_METHOD=spawn pytest -v -s tests/models/multimodal/generation/test_whisper.py -m core_model
- label: Multi-Modal Models (Extended Generation 1) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
- tests/models/multimodal/test_mapping.py
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation -m 'not core_model' --ignore models/multimodal/generation/test_common.py
- pytest -v -s models/multimodal/test_mapping.py
- label: Multi-Modal Models (Extended Generation 2) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=0) and not core_model'
- label: Multi-Modal Models (Extended Generation 3) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/generation
commands:
- pip install git+https://github.com/TIGER-AI-Lab/Mantis.git
- pytest -v -s models/multimodal/generation/test_common.py -m 'split(group=1) and not core_model'
- label: Multi-Modal Models (Extended Pooling) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/models/multimodal/pooling
commands:
- pytest -v -s models/multimodal/pooling -m 'not core_model'
- label: Quantized Models Test # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/layers/quantization
- tests/models/quantization
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
- vllm/model_executor/model_loader/
commands:
- pytest -v -s models/quantization
- label: Kernels (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
working_dir: "/vllm-workspace/"
source_file_dependencies:
- csrc/quantization/fp4/
- csrc/attention/mla/
- csrc/quantization/cutlass_w8a8/moe/
- vllm/model_executor/layers/fused_moe/cutlass_moe.py
- vllm/v1/attention/backends/triton_attn.py
- vllm/v1/attention/backends/rocm_attn.py
- vllm/v1/attention/backends/rocm_aiter_fa.py
- vllm/v1/attention/backends/rocm_aiter_unified_attn.py
- vllm/v1/attention/backends/mla/aiter_triton_mla.py
- vllm/v1/attention/backends/mla/rocm_aiter_mla.py
- vllm/v1/attention/selector.py
- vllm/platforms/rocm.py
- vllm/_aiter_ops.py
commands:
- rocm-smi
- python3 examples/basic/offline_inference/chat.py
- pytest -v -s tests/kernels/attention/test_attention_selector.py
- label: Weight Loading Multiple GPU # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-amd.txt
- label: Weight Loading Multiple GPU - Large Models # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
working_dir: "/vllm-workspace/tests"
num_gpus: 2
optional: true
source_file_dependencies:
- vllm/
- tests/weight_loading
commands:
- bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-large-amd.txt
- label: Ray Dependency Compatibility Check # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_1
optional: true
working_dir: "/"
source_file_dependencies:
- requirements/
- setup.py
- vllm/platforms/rocm.py
commands:
- bash /vllm-workspace/.buildkite/scripts/check-ray-compatibility.sh
- label: Distributed NixlConnector PD accuracy (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: DP EP Distributed NixlConnector PD accuracy tests (4 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- DP_EP=1 ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/config_sweep_accuracy_test.sh
- label: NixlConnector PD + Spec Decode acceptance (2 GPUs) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/distributed/kv_transfer/kv_connector/v1/nixl_connector.py
- vllm/v1/worker/kv_connector_model_runner_mixin.py
- tests/v1/kv_connector/nixl_integration/
- vllm/platforms/rocm.py
commands:
- uv pip install --system -r /vllm-workspace/requirements/kv_connectors_rocm.txt
- ROCM_ATTN=1 bash v1/kv_connector/nixl_integration/spec_decode_acceptance_test.sh
- label: Distributed Tests (2 GPUs)(H100-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/distributed/
- vllm/v1/distributed/
- vllm/model_executor/layers/fused_moe/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- tests/distributed/test_context_parallel.py
- tests/v1/distributed/test_dbo.py
- examples/offline_inference/data_parallel.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export TORCH_NCCL_BLOCKING_WAIT=1
- pytest -v -s tests/distributed/test_context_parallel.py
- VLLM_LOGGING_LEVEL=DEBUG python3 examples/offline_inference/data_parallel.py --model=Qwen/Qwen1.5-MoE-A2.7B -tp=1 -dp=2 --max-model-len=2048 --all2all-backend=deepep_high_throughput
- pytest -v -s tests/v1/distributed/test_dbo.py
- label: Distributed Compile Unit Tests (2xH100-2xMI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/"
source_file_dependencies:
- vllm/compilation/
- vllm/model_executor/layers
- tests/compile/passes/distributed/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_TEST_CLEAN_GPU_MEMORY=1
- VLLM_TEST_CLEAN_GPU_MEMORY=1 pytest -v -s tests/compile/passes/distributed/test_async_tp.py
- pytest -v -s tests/compile/passes/distributed/test_sequence_parallelism.py
# TODO: this test is not supported on ROCm, there are aiter kernels for this.
# - pytest -v -s tests/compile/passes/distributed/test_fusion_all_reduce.py
# - pytest -v -s tests/compile/distributed/test_fusions_e2e.py::test_tp2_attn_quant_allreduce_rmsnorm
# - "VLLM_TEST_CLEAN_GPU_MEMORY=1 pytest -v -s tests/compile/distributed/test_fusions_e2e.py -k 'not Llama-4'"
- label: LM Eval Small Models (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -s -v evals/gsm8k/test_gsm8k_correctness.py --config-list-file=configs/models-mi3xx-fp8-and-mixed.txt
- label: LM Eval Large Models (4 GPUs)(FP8) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_4
num_gpus: 4
optional: true
working_dir: "/vllm-workspace/.buildkite/lm-eval-harness"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- export VLLM_USE_DEEP_GEMM=0
- pytest -s -v test_lm_eval_correctness.py --config-list-file=configs/models-large-rocm-fp8.txt --tp-size=4
- label: GPQA Eval (GPT-OSS) (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx955nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- csrc/
- vllm/model_executor/layers/quantization
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- vllm/model_executor/layers/fused_moe/
- tests/evals/gpt_oss/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- uv pip install --system 'gpt-oss[eval]==0.0.5'
- pytest -s -v evals/gpt_oss/test_gpqa_correctness.py --config-list-file=configs/models-gfx950.txt
- label: Qwen3-30B-A3B-FP8-block Accuracy (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
working_dir: "/vllm-workspace"
source_file_dependencies:
- vllm/model_executor/models/
- vllm/model_executor/model_loader/
- vllm/model_executor/layers/quantization/
- vllm/model_executor/layers/fused_moe/
- vllm/distributed/eplb
- vllm/v1/attention/backends/
- vllm/v1/attention/selector.py
- .buildkite/scripts/scheduled_integration_test/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- bash .buildkite/scripts/scheduled_integration_test/qwen30b_a3b_fp8_block_ep_eplb.sh 0.8 200 8020 2 1
- label: Attention Benchmarks Smoke Test (B200-MI355) # TBD
timeout_in_minutes: 180
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
working_dir: "/vllm-workspace/"
source_file_dependencies:
- benchmarks/attention_benchmarks/
- vllm/v1/attention/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- python3 benchmarks/attention_benchmarks/benchmark.py --backends ROCM_ATTN ROCM_AITER_FA ROCM_AITER_UNIFIED_ATTN --batch-specs "8q1s1k" --repeats 1 --warmup-iters 1
- label: LM Eval Qwen3-5 Models (B200-MI355) # TBD
timeout_in_minutes: 120
mirror_hardwares: [amdexperimental, amdproduction, amdgfx950nightly, amdmi355]
agent_pool: mi355_2
num_gpus: 2
optional: true
working_dir: "/vllm-workspace/tests"
source_file_dependencies:
- vllm/model_executor/models/qwen3_5.py
- vllm/model_executor/models/qwen3_5_mtp.py
- vllm/transformers_utils/configs/qwen3_5.py
- vllm/transformers_utils/configs/qwen3_5_moe.py
- vllm/model_executor/models/qwen.py
- vllm/model_executor/models/qwen2.py
- vllm/model_executor/models/qwen3.py
- vllm/model_executor/models/qwen3_next.py
- vllm/model_executor/models/qwen3_next_mtp.py
- vllm/model_executor/layers/fla/ops/
- vllm/_aiter_ops.py
- vllm/platforms/rocm.py
commands:
- pytest -s -v evals/gsm8k/test_gsm8k_correctness.py --config-list-file=configs/models-qwen35-mi355.txt
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