vllm/examples/offline_inference at 9432ed8c7e158def084e0770fd02838292bf57e4 - vllm

basic

[Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577 )

2026-01-19 14:07:46 +00:00

disaggregated-prefill-v1

kv_transfer: Rename the shared storage connectors (#30201 )

2025-12-08 20:46:09 -08:00

kv_load_failure_recovery

kv_transfer: Rename the shared storage connectors (#30201 )

2025-12-08 20:46:09 -08:00

logits_processor

[Bugfix] Validate custom logits processor xargs for online serving (#27560 )

2025-11-05 16:53:33 +00:00

openai_batch

[Frontend] Score entrypoint support data_1 & data_2 and queries & documents as inputs (#32577 )

2026-01-19 14:07:46 +00:00

qwen2_5_omni

[Model] Use mm_position to compute mrope positions for Qwen2.5-Omni (#32772 )

2026-01-25 20:15:53 +08:00

qwen3_omni

[Model] Use mm_position to compute mrope positions for Qwen3-Omni (#33010 )

2026-01-26 13:48:07 +00:00

async_llm_streaming.py

[Example] Add async_llm_streaming.py example for AsyncLLM streaming in python (#21763 )

2025-07-30 18:39:46 -06:00

audio_language.py

[Model][Multimodal] Add explicit MusicFlamingo adapter (#32696 )

2026-01-30 11:01:29 +08:00

automatic_prefix_caching.py

Add flake8-implicit-str-concat rules to Ruff (#33191 )

2026-01-28 04:56:10 +00:00

batch_llm_inference.py

[Docs] Improve docstring for ray data llm example (#20597 )

2025-07-07 20:06:26 -07:00

chat_with_tools.py

[Doc]: fix typos in Python comments (#24417 )

2025-09-08 00:22:16 -07:00

context_extension.py

fix offline inference chat response prompt (#32088 )

2026-01-11 14:01:18 +00:00

data_parallel.py

[CI] Fix "2 Node Tests (4 GPUs in total)" (#31090 )

2025-12-22 10:32:40 +08:00

disaggregated_prefill.py

Remove deprecated PyNcclConnector (#24151 )

2025-09-03 22:49:16 +00:00

encoder_decoder_multimodal.py

[Deprecation] Remove deprecated task, seed and MM settings (#30397 )

2025-12-10 19:59:39 -08:00

llm_engine_example.py

[Chore]:Extract math and argparse utilities to separate modules (#27188 )

2025-10-26 04:03:32 -07:00

llm_engine_reset_kv.py

[Core] Support reseting all running requests' KV while calling reset_prefix_cache (#28827 )

2025-12-02 02:25:05 +00:00

load_sharded_state.py

[Quantization][Deprecation] Remove DeepSpeedFp8 (#32679 )

2026-01-21 09:32:12 -05:00

lora_with_quantization_inference.py

fix LoRA-related examples (#29956 )

2025-12-04 11:48:30 +08:00

metrics.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

mistral-small.py

[Frontend] Use engine argument to control MM cache size (#22441 )

2025-08-07 09:47:10 -07:00

mlpspeculator.py

[[V0 deprecation]]Remove VLLM_USE_V1 env (#28204 )

2025-11-11 18:22:16 -07:00

multilora_inference.py

fix LoRA-related examples (#29956 )

2025-12-04 11:48:30 +08:00

prefix_caching.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

prompt_embed_inference.py

Explicitly set return_dict for apply_chat_template (#33372 )

2026-01-30 07:27:04 +00:00

qwen_1m.py

Remove V0 attention backends (#25351 )

2025-09-21 16:03:28 -07:00

reproducibility.py

[Doc] Update more docs with respect to V1 (#29188 )

2025-11-23 10:58:48 +08:00

rlhf_colocate.py

[CI][AMD] Skip 4 GPUs testgroup ray tests (#33305 )

2026-01-29 21:39:53 -08:00

rlhf_online_quant.py

Move online quantization to model.load_weights (#26327 )

2025-11-18 16:52:41 -08:00

rlhf_utils.py

[V0 deprecation] Remove more V0 references (#29088 )

2025-11-21 11:56:59 +00:00

rlhf.py

Move online quantization to model.load_weights (#26327 )

2025-11-18 16:52:41 -08:00

save_sharded_state.py

[Quantization][Deprecation] Remove DeepSpeedFp8 (#32679 )

2026-01-21 09:32:12 -05:00

simple_profiling.py

[Cleanup] Refactor profiling env vars into a CLI config (#29912 )

2025-12-09 13:29:33 -05:00

skip_loading_weights_in_engine_init.py

[Doc] Add inplace weights loading example (#19640 )

2025-07-17 21:12:23 -07:00

spec_decode.py

feat: spec decode with draft models (#24322 )

2026-01-19 16:05:46 -05:00

structured_outputs.py

[Chore] Cleanup guided namespace, move to structured outputs config (#22772 )

2025-09-18 09:20:27 +00:00

torchrun_dp_example.py

[CI/Build] Test torchrun with 8 cards (#27548 )

2025-10-29 10:26:06 -07:00

torchrun_example.py

[Misc] Add SPDX-FileCopyrightText (#19100 )

2025-06-03 11:20:17 -07:00

vision_language_multi_image.py

[StepVL] add step vl offline example (#33054 )

2026-01-26 01:00:32 -08:00

vision_language.py

[GLM-OCR] GLM-OCR with MTP Support (#33005 )

2026-01-26 06:24:43 -08:00