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3874 Commits

Author SHA1 Message Date
Lucas Wilkinson
abe93bce59
[Attention] Make seq_lens_cpu optional in CommonAttentionMetadata to enable true async spec-decode (#29624) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-12-09 17:18:10 -08:00
Charlie Fu
3c680f4a17
[Rocm][torch.compile] Adding layernorm + fp8 block quant and silu + fp8 block quant for Aiter (#25693) 
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Charlie Fu <Charlie.Fu@amd.com>
Co-authored-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: wuhuikx <hattie.wu@amd.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Gregory Shtrasberg <156009573+gshtras@users.noreply.github.com>
 2025-12-09 22:39:26 +00:00
Kyle Sayers
fccd532587
[Quantization] FP8 Weight Reloading for Quantized RL Rollout (#28480) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2025-12-09 13:54:32 -08:00
rasmith
7618dc973d
[CI/Build] Make test_mha_attn.py run on correct platform only and check for flash_attn_varlen_func in layer.py (#29145) 2025-12-09 20:18:17 +00:00
Lucas Wilkinson
b37bf51e75
[CI/Test] Fix FP8 per-tensor quant test reference scale shape (#30352) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-09 12:52:20 -06:00
Benjamin Chislett
e858bfe051
[Cleanup] Refactor profiling env vars into a CLI config (#29912) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
Signed-off-by: Benjamin Chislett <chislett.ben@gmail.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-12-09 13:29:33 -05:00
Ilya Markov
0b6a8a304c
[BugFix] Fix non detected failing tests (#30277) 
Signed-off-by: ilmarkov <markovilya197@gmail.com>
 2025-12-09 17:57:55 +00:00
Wentao Ye
83319b44c2
[Compile] Fix torch warning TensorFloat32 tensor cores for float32 matrix multiplication available but not enabled (#29897) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-09 10:40:37 -05:00
Lucas Wilkinson
56037dfa2f
[BugFix] Fix assert batch_descriptor.num_tokens == num_tokens_padded (#30173) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-12-09 10:36:12 -05:00
quanliu
5dcd593baf
[Feature] Batch-Invariant Support for FA2 and LoRA (#30018) 
Signed-off-by: quanliu <18646313696@163.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
 2025-12-09 10:01:38 -05:00
Julien Denize
5c213d2899
[BUGFIX] Mistral tool call parser v11+ (#30332) 
Signed-off-by: juliendenize <julien.denize@mistral.ai>
 2025-12-09 14:55:38 +00:00
Hubert de La Jonquiere
c72ea10723
[Structured Output][Reasoning] Improves decoding throughput for models using single-token reasoning endings. (#30056) 2025-12-09 18:54:08 +08:00
Jaya Yuan
67475a6e81
[DCP][Bugfix][CI] Fix accuracy issue of DCP when using FLASH_ATTN_MLA (#30309) 
Signed-off-by: FENP <yuanyongjie.yyj@antgroup.com>
 2025-12-09 08:22:14 +00:00
Micah Williamson
aeb82b1930
[CI] Fix Flaky test_eagle_max_len Test (#30306) 
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
 2025-12-09 07:33:34 +00:00
Lucas Wilkinson
aed846917f
[Attention] Make split_decodes_and_prefills(..., require_uniform=True) support padding (#29644) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
 2025-12-09 07:24:01 +00:00
Or Ozeri
4c6fd25880
kv_transfer: Rename the shared storage connectors (#30201) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2025-12-08 20:46:09 -08:00
czhu-cohere
f6227c22ab
[Kernel]Support W4A8 Grouped GEMM on Hopper (#29691) 
Signed-off-by: czhu-cohere <conway.zhu@cohere.com>
 2025-12-08 19:29:06 -08:00
gnovack
ea657f2078
Lora MoE Align Improvements (#29257) 
Signed-off-by: gnovack <gnovack@amazon.com>
 2025-12-09 10:35:16 +08:00
Yanan Cao
7b35011ad1
Mark qwen2_5_vl as xfail (#30283) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-12-09 01:14:10 +00:00
Wentao Ye
d9417096d1
[Feature] Batch invariant: Enable TRITON_MLA without prefix-caching (#29125) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-08 19:31:57 -05:00
Victor Ziliang Peng
f1599ca55d
feat(metrics): Add prefill KV compute metric excluding cached tokens (#30189) 
Signed-off-by: Ziliang Peng <ziliang@character.ai>
 2025-12-09 00:08:48 +00:00
Ming Yang
60d17251c9
[Disagg] Support large batch size in proxy server and update NixlConnector doc for DP (#28782) 
Signed-off-by: Ming Yang <minos.future@gmail.com>
 2025-12-09 00:01:08 +00:00
Charlie Fu
6af70e11a0
[ROCm][CI] Fix test_max_len.py for Rocm (#29916) 
Signed-off-by: charlifu <charlifu@amd.com>
Signed-off-by: Charlie Fu <Charlie.Fu@amd.com>
 2025-12-08 16:58:30 -05:00
roikoren755
ae0f69b16a
Add SpecDec support to selective_state_update (#29488) 
Signed-off-by: Roi Koren <roik@nvidia.com>
 2025-12-08 16:45:18 -05:00
Jee Jee Li
67312cad11
[Misc] Split the LoRA code (#30253) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-09 00:59:31 +08:00
Laith Sakka
87aee9ed2b
Add evaluate_guards option to DynamicShapesConfig (#27432) 
Signed-off-by: Laith Sakka <lsakka@meta.com>
 2025-12-08 10:46:15 -05:00
Daniel Cámpora
184076c3fe
[DeepSeek v3.2] Make top-k work for any logit values. (#27568) 
Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2025-12-08 06:55:58 -08:00
wang.yuqi
2e660c2434
[Frontend] Binary embedding response does not return metadata by setting encoding_format to bytes_only. (#30249) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2025-12-08 12:01:21 +00:00
wang.yuqi
9e77ffca3f
[Model][7/N] Improve all pooling task | Deprecation as_reward_model. Extract hidden states prefer using new multi-vector retrieval API (#26686) 
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
 2025-12-08 08:10:09 +00:00
daniel-salib
444f0e3f33
[Frontend] Add MCP type support infrastructure to Responses API (#30054) 
Signed-off-by: Daniel Salib <danielsalib@meta.com>
 2025-12-08 10:02:52 +08:00
ElizaWszola
af0444bf40
[Performance] Fused blockwise quant RMS norm (#27883) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: yewentao256 <zhyanwentao@126.com>
 2025-12-07 16:38:04 +00:00
Isotr0py
b952f4d3c3
[v1] Add PrefixLM support to FlexAttention backend (#27938) 
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
 2025-12-07 15:51:36 +00:00
Jee Jee Li
b0f4866a77
[CI/Build]Temporary workaround for test_default_mm_loras timeout (#30202) 
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-07 20:27:11 +08:00
Jinzhen Lin
879ddb09c3
[Kernel][MoE] optimize moe_align_block_size (#29642) 
Signed-off-by: Jinzhen Lin <jinzhen.ljz@antgroup.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
 2025-12-07 01:58:47 -08:00
Cyrus Leung
e83b7e379c
Revert "[Renderer] Separate out RendererConfig from ModelConfig (#30145)" (#30199) 2025-12-07 00:00:22 -08:00
Cyrus Leung
27f4c2fd46
[Renderer] Separate out RendererConfig from ModelConfig (#30145) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 23:15:42 -08:00
Wentao Ye
17eb25e327
[Perf] Enable cuda graph for deepepHT, 5.3% throughput improvement, 4.4% TTFT improvement (#29558) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-12-07 04:44:50 +00:00
jeremyteboul
dce6d229f7
Support multiple image/audio embeddings per requests (#29988) 
Signed-off-by: Jeremy Teboul <jeremyteboul@fb.com>
Co-authored-by: Jeremy Teboul <jeremyteboul@fb.com>
 2025-12-07 04:34:24 +00:00
Yanan Cao
cbedb703cc
[Frontend] Remove confusing -O.xx flag error (#30169) 
Signed-off-by: Yanan Cao <gmagogsfm@gmail.com>
 2025-12-07 02:53:42 +00:00
Andrew Xia
421125d03a
[ez] move harmony utils to parser folder (#30117) 
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-12-06 17:34:34 -05:00
Cyrus Leung
671427efbf
[Model] Move multimodal_cpu_fields definition to field config (#30181) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-12-06 13:40:02 +00:00
Viacheslav
21bb323542
Gigachat 3 tool parser and tests (#29905) 
Signed-off-by: Viacheslav Barinov <viacheslav.teh@gmail.com>
 2025-12-06 12:04:14 +00:00
Yu Jiaqi
43e7593031
Support tokenization_kwargs override (#29794) 
Signed-off-by: piood <2477084691@qq.com>
 2025-12-06 09:12:53 +00:00
rasmith
b12f4a9830
[CI/Build][AMD] Use ROCM_ATTN instead of FLASH_ATTN test for test_register_kv_caches for ROCm and update test for TRITON_ATTN (#29985) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
 2025-12-05 20:57:38 -08:00
rasmith
62079d8600
[CI/Build][AMD] Skip marlin, machete, and hadacore tests since these require _C functions not defined for ROCm (#30109) 
Signed-off-by: Randall Smith <ransmith@amd.com>
Co-authored-by: Randall Smith <ransmith@amd.com>
 2025-12-06 12:54:17 +08:00
Samuel Shen
7e31c3a3f6
[CI]: Remove unnecessary imports from test_lmache_integration (#30157) 
Signed-off-by: Samuel Shen <slshen@uchicago.edu>
Co-authored-by: Samuel Shen <slshen@uchicago.edu>
 2025-12-06 12:53:34 +08:00
Deboleina
02a4169193
[Tests] Tool call tests for openai/gpt-oss-20b (#26237) 
Signed-off-by: Debolina Roy <debroy@redhat.com>
 2025-12-05 19:03:29 -08:00
Divakar Verma
962d703818
[Bugfix][llama4_eagle] Fix missing 'lm_head' attribute (#29926) 
Signed-off-by: Divakar Verma <divakar.verma@amd.com>
 2025-12-05 19:57:26 +00:00
Nicolò Lucchesi
e23ca3a0e8
[CI] Re-use whisper_client for all tests (#30148) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-12-05 19:47:37 +00:00
Russell Bryant
3633035a3f
[Misc] Rename CohereForAI references to CohereLabs (#30147) 
Signed-off-by: Russell Bryant <rbryant@redhat.com>
 2025-12-05 19:41:40 +00:00