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48 Commits

Author SHA1 Message Date
Michael Goin
db5d0719e1 [Kernel] Add MXFP8 to Marlin GEMM/MoE and refactor Mxfp8LinearOp (#34664) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2026-04-01 09:41:42 -07:00
wliao2
4dfad17ed1 replace cuda_device_count_stateless() to current_platform.device_count() (#37841) 
Signed-off-by: Liao, Wei <wei.liao@intel.com>
Signed-off-by: wliao2 <wei.liao@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
 2026-03-31 22:32:54 +08:00
EdalatiAli
e5b807607c [Quant][Feature] Support online MXFP8 quantization for MoE and dense models (#35448) 
Signed-off-by: EdalatiAli <aliedalati@cohere.com>
 2026-03-16 18:07:39 -04:00
Marc Sun
c973ecdead [bnb] Skip moe + bnb test (#36896) 
Signed-off-by: Marc Sun <marc@huggingface.co>
 2026-03-12 18:03:25 +00:00
Micah Williamson
fc4657756f [ROCm][CI] Enable AITER for failing test_gpt_oss test case on MI355 (#36174) 2026-03-07 13:50:17 -08:00
Micah Williamson
e7213003cb [ROCm][CI] Fix TP size issue for test_gpt_oss (#35887) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-03 20:57:34 +00:00
Micah Williamson
8b9e8b7454 [ROCm][CI] Fix Assertion Logic For test_gpt_oss (#35806) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2026-03-03 05:08:04 +00:00
xuebwang-amd
b129136c7a [ROCm][Quantization] GPT_OSS in amd-quark format model loading and emulations (#29008) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
 2026-02-10 10:08:05 -05:00
Cyrus Leung
edb359cce4 [Renderer] Define render_cmpl and render_chat (#34039) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2026-02-07 05:24:40 -08:00
Robert Shaw
af9b69f977 [Quantization][Deprecation] Remove Marlin 24 (#32688) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-01-28 15:54:59 +00:00
Robert Shaw
247d1a32ea [Quantization][Deprecation] Remove BitBlas (#32683) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
 2026-01-28 11:06:22 +00:00
Roberto L. Castro
8ef50d9a6b [Kernel][Performance] Enable smaller Scaling Factor tiling for NVFP4 small-batch decoding (#30885) 
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
 2026-01-13 15:22:53 -08:00
Matthew Bonanni
2612ba9285 [1/N][Attention] Restructure attention: move files (#31916) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2026-01-09 13:10:24 -08:00
Robert Shaw
5825bbc1f7 [Quantization] Deprecate Long Tail of Schemes (#31688) 
Signed-off-by: Robert Shaw <robshaw@redhat.com>
Signed-off-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
Co-authored-by: Robert Shaw <robshaw@redhat.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2026-01-08 19:07:45 -05:00
Matthew Bonanni
7eb6cb6c18 [Attention] Update tests to remove deprecated env vars (#30563) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-12-17 09:49:59 -08:00
Tsukasa OI
42c1949643 [Bugfix][Quantization] Support BF16 tensors on GGUF (#29948) 
Signed-off-by: Tsukasa OI <floss_llm@irq.a4lg.com>
 2025-12-03 10:33:46 +00:00
Cyrus Leung
33b06a6f24 [Misc] Remove redundant attention var constants (#29650) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-11-28 04:35:19 -08:00
Julien Denize
57430fc95c Default model load/config/tokenizer to mistral format if relevant files exist (#28659) 
Signed-off-by: Julien Denize <julien.denize@mistral.ai>
Signed-off-by: Julien Denize <40604584+juliendenize@users.noreply.github.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-11-21 13:58:59 -08:00
Strahinja Stamenkovic
814843e021 Enable bitsandbytes quantization on AMD GPUs that use warp size 32 (#27307) 
Signed-off-by: sstamenk <strahinja.stamenkovic@amd.com>
 2025-11-19 03:12:31 +00:00
Luciano Martins
c2612371ad [Model] Add Gemma3 GGUF multimodal support (#27772) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-11-18 08:56:29 -08:00
xuebwang-amd
5a1271d83a [Quantization] fix attention quantization of gpt_oss model (#27334) 
Signed-off-by: xuebwang-amd <xuebwang@amd.com>
 2025-11-11 12:06:00 -05:00
Zhewen Li
83fd49b1fc [CI/Build][Bugfix]Fix Quantized Models Test on AMD (#27712) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-29 06:27:30 +00:00
dongbo910220
3ae082c373 [Chore] Separate out optional dependency checks from vllm.utils (#27207) 
Signed-off-by: dongbo910220 <1275604947@qq.com>
Signed-off-by: dongbo910220 <32610838+dongbo910220@users.noreply.github.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-10-22 10:44:21 -04:00
wangxiyuan
f6027b2855 [1/N][Platform] Cleanup useless function (#26982) 
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
 2025-10-22 09:04:57 +00:00
Harry Mellor
8fcaaf6a16 Update Optional[x] -> x | None and Union[x, y] to x | y (#26633) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-12 09:51:31 -07:00
Harry Mellor
d6953beb91 Convert formatting to use ruff instead of yapf + isort (#26247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-05 07:06:22 -07:00
Woosuk Kwon
72dd1595b4 [CI] Skip tests failing on main (#25326) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 19:57:46 -07:00
Woosuk Kwon
52c2a8d4ad [V0 Deprecation] Remove LLMEngine (#25033) 
Signed-off-by: Woosuk Kwon <woosuk@thinkingmachines.ai>
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-09-20 17:56:30 -07:00
Cyrus Leung
bef180f009 [V0 Deprecation] Enable the remaining multimodal tests in V1 (#25307) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 17:50:58 +00:00
Cyrus Leung
3d9a1d2de5 [V1] Support LLM.apply_model (#18465) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-09-20 07:14:35 +00:00
Woosuk Kwon
14006840ea [V0 Deprecation] Remove V0 FlashInfer attention backend (#22776) 
Signed-off-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
 2025-08-18 19:54:16 -07:00
Michael Goin
4fc722eca4 [Kernel/Quant] Remove AQLM (#22943) 
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-08-16 19:38:21 +00:00
Roger Wang
067c34a155 docs: remove deprecated disable-log-requests flag (#22113) 
Signed-off-by: Roger Wang <hey@rogerw.me>
 2025-08-02 00:19:48 -07:00
Cyrus Leung
86ae693f20 [Deprecation][2/N] Replace --task with --runner and --convert (#21470) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-07-27 19:42:40 -07:00
Ning Xie
d97841078b [Misc] unify variable for LLM instance (#20996) 
Signed-off-by: Andy Xie <andy.xning@gmail.com>
 2025-07-21 12:18:33 +01:00
Jee Jee Li
8020e98c9f [Quantization][1/N] MoE support BNB-Inflight Quantization (#20061) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-07-11 08:01:13 +00:00
Isotr0py
77f77a951e [Misc] Clean up mark to fork process in BNB tests (#20692) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-07-10 13:59:40 +00:00
Cyrus Leung
9fb52e523a [V1] Support any head size for FlexAttention backend (#20467) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-07-06 09:54:36 -07:00
Michael Goin
1e473b3010 [CI] Disable failing GGUF model test (#19454) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-06-11 05:12:38 +00:00
Isotr0py
d2f0e7e615 [CI/Build] Improve Llama GGUF test robustness (#19287) 
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-06-07 17:23:28 +08:00
Simon Mo
02f0c7b220 [Misc] Add SPDX-FileCopyrightText (#19100) 
Signed-off-by: simon-mo <simon.mo@hey.com>
 2025-06-03 11:20:17 -07:00
Isotr0py
1f1b1bc03b [V1][Quantization] Add CUDA graph compatible v1 GGUF support (#18646) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <2037008807@qq.com>
 2025-05-27 04:40:28 +00:00
Michael Goin
f4a8a37465 [Minor] Rename quantization nvfp4 to modelopt_fp4 (#18356) 
Signed-off-by: mgoin <mgoin64@gmail.com>
 2025-05-20 09:08:37 -07:00
hissu-hyvarinen
f6518b2b48 [ROCm] Skip tests for quantizations incompatible with ROCm (#17905) 
Signed-off-by: Hissu Hyvarinen <hissu.hyvarinen@amd.com>
 2025-05-12 18:39:28 -06:00
Bowen Bao
db593aa67f [Quantization] Quark MXFP4 format loading (#16943) 2025-05-07 15:05:05 -04:00
Cyrus Leung
d7543862bd [Misc] Rename assets for testing (#17575) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-02 03:29:25 -07:00
Cyrus Leung
48e925fab5 [Misc] Clean up test docstrings and names (#17521) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-05-01 05:19:32 -07:00
Cyrus Leung
afb4429b4f [CI/Build] Reorganize models tests (#17459) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-04-30 23:03:08 -07:00