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dd96465fd7447c0de06af796b6c9bd3949913ea6
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6951 Commits

Author SHA1 Message Date
Chendi.Xue
dd96465fd7 [BugFix][QWEN-VL]fix wrong apply_rotary_emb_torch selection introduced by #24642 (#26123) 
Signed-off-by: Chendi Xue <Chendi.Xue@intel.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-03 08:52:26 -07:00
Jun Jiang
4f8f47e87e Fix undefined symbol: cutlass_moe_mm_sm100 (#26098) 
Signed-off-by: Jun Jiang <jasl9187@hotmail.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
 2025-10-03 15:48:32 +00:00
Cyrus Leung
d78fda7cda [Renderer] Move Processor out of LLMEngine (#26165) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 15:08:22 +00:00
Aleksandr Samarin
73a99cc2a5 [Model] Fixed stream generator for gpt-oss + spec-decoding (#26027) 
Signed-off-by: Aleksandr Samarin <astrlrd@nebius.com>
 2025-10-03 13:43:41 +00:00
whx
cbf9221992 [Model] Supplement to PR 24862: Pass param prefix to LLMHead (#25805) 
Signed-off-by: whx-sjtu <2952154980@qq.com>
 2025-10-03 21:34:53 +08:00
Paul Pak
5f42fc53b6 [backends][short_conv] CUDA graph piecewise edits (#24215) 
Signed-off-by: Paul Pak <paulpak58@gmail.com>
 2025-10-03 12:59:48 +00:00
Yannick Schnider
8ee846c27c [Bugfix] Re-enable prefill of max model length (#24446) 
Signed-off-by: Yannick Schnider <yannick.schnider1@ibm.com>
 2025-10-03 14:13:34 +02:00
Yang Liu
812b7f54a8 [Renderer] Move Processor out of AsyncLLM (#24138) 
Signed-off-by: Yang <lymailforjob@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 11:29:45 +00:00
Sage Moore
5f2cacdb1e Quick fix for IMA with the Prefix Prefill kernel during graph capture (#25983) 
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2025-10-03 11:28:22 +00:00
Egor
aa5053e3fe [Doc] Fixed shape description for fused_batched_moe.py (#25668) 
Signed-off-by: Egor <e.a.krivov@gmail.com>
 2025-10-03 04:00:23 -07:00
Wenlong Wang
79aa244678 [Multi Modal] Configurable MM Profiling (#25631) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-03 03:59:10 -07:00
kyt
2ed3f20dba [openai] Fix missing tool usage check (system message) (#24768) 
Signed-off-by: kyt <eluban4532@gmail.com>
 2025-10-03 18:55:44 +08:00
Nicolò Lucchesi
48f309029a [NIXL][Misc] Expose metrics from NIXL for logging to CLI (#25388) 
Signed-off-by: NickLucche <nlucches@redhat.com>
 2025-10-03 10:47:59 +00:00
Cyrus Leung
f9a8084e48 [Model] Use merge_by_field_config for MM models (InternVL family) (#26153) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 01:59:06 -07:00
HUIJONG JEONG
3e70e3d4d5 add(v1): RequestStatesStats to RequestOutput (#24947) 
Signed-off-by: huijjj <huijong.jeong@squeezebits.com>
 2025-10-03 08:56:25 +00:00
Cyrus Leung
0ad9951c41 [Input] Remove unused prompt field (#26097) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-03 00:23:21 -07:00
Varun Sundar Rabindranath
8c9117181d [Misc] Remove typing.List (#26150) 
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
 2025-10-03 07:00:33 +00:00
ahao-anyscale
c4b48d3c0f [BUG] Reorder model config creation (#26124) 
Signed-off-by: ahao-anyscale <ahao@anyscale.com>
 2025-10-03 14:59:36 +08:00
Harry Mellor
10d765482d FusedMoE support for the Transformers backend (#22650) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2025-10-02 23:12:15 -07:00
Cyrus Leung
39b643dc1a [Model] Use merge_by_field_config for MM models (G) (#26117) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 22:38:29 -07:00
Zhewen Li
711f485643 [Bugfix] Fix import gemm_afp4wfp4 failure on AMD (#26068) 
Signed-off-by: zhewenli <zhewenli@meta.com>
 2025-10-02 22:37:25 -07:00
TJian
9c5ee91b2a [ROCm] [VL] [Bugfix] Fix vit flash attn dispatcher logic for ROCm (#26104) 
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
 2025-10-02 22:34:53 -07:00
Andrew Xia
e5017cd6d6 [gpt-oss] disable tool server initialization if no tool in request (#25790) 
Signed-off-by: Andrew Xia <axia@meta.com>
Signed-off-by: Andrew Xia <axia@fb.com>
Co-authored-by: Andrew Xia <axia@fb.com>
 2025-10-03 05:08:35 +00:00
Benjamin Chislett
6a7796e871 [Bug]: Limit num_reqs in dummy_run when max_num_seqs is small (#26144) 
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
 2025-10-03 04:00:20 +00:00
Matthew Bonanni
2aaa423842 [Attention] Move Backend enum into registry (#25893) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-02 20:32:24 -07:00
Ekagra Ranjan
ad2d788016 [Bug][Benchmark] Fix duplicate req in oversampling (#26140) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
 2025-10-03 02:55:24 +00:00
Wentao Ye
36ce76c632 [Log] Optimize DeepGEMM Missing Log (#26106) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-02 20:02:26 -06:00
Michael Goin
f1fc2107a3 [Bugfix] Disable cascade attention with FlashInfer (#26130) 
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>
 2025-10-02 16:30:37 -07:00
Matthew Bonanni
13cdc02173 Fix MTP with deepep_low_latency (#25904) 
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
 2025-10-02 21:29:49 +00:00
ElizaWszola
502640c3f9 [Perf] Fix and reapply move apply w8a8 block fp8 linear to class (#25696) 
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: ElizaWszola <elizaw.9289@gmail.com>
Signed-off-by: Luka Govedič <lgovedic@redhat.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Luka Govedič <lgovedic@redhat.com>
 2025-10-02 19:35:13 +00:00
Chen Zhang
3d5f1c8640 [Mamba][KVCacheManager] Simplify kv cache manage logic for mamba + MTP (#25119) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-02 18:48:31 +00:00
Ekagra Ranjan
1cab2f9cad EAGLE 3: Fix preamble so that measured speedup over Eagle 1 becomes 32% instead of 5% on MTBench (#25916) 
Signed-off-by: Ekagra Ranjan <3116519+ekagra-ranjan@users.noreply.github.com>
 2025-10-02 11:29:35 -07:00
Chen Zhang
1e50f1be70 [Deepseek v3.2] Support indexer prefill chunking (#25999) 
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
 2025-10-02 10:29:12 -07:00
Chenheli Hua
ad87ba927a [Small] Prevent bypassing media domain restriction via HTTP redirects (#26035) 
Signed-off-by: Chenheli Hua <huachenheli@outlook.com>
 2025-10-02 10:27:10 -07:00
Lucas Wilkinson
decf7f794b [BugFix] Fix FI accuracy issue when used for MLA prefill (#26063) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
 2025-10-02 17:18:13 +00:00
Cyrus Leung
d00d652998 [CI/Build] Replace vllm.entrypoints.openai.api_server entrypoint with vllm serve command (#25967) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 10:04:57 -07:00
vllmellm
5e4a8223c6 [Qwen][ROCm] Flash Attention Rotary Embeddings (#24642) 
Signed-off-by: vllmellm <vllm.ellm@embeddedllm.com>
 2025-10-02 08:26:08 -07:00
Cyrus Leung
cc253b73d3 [Model] Use merge_by_field_config for MM models (D-F) (#26076) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 08:17:35 -07:00
Cyrus Leung
7d6fb905d9 [Model] Use merge_by_field_config for MM models (A-C) (#26073) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-02 08:17:31 -07:00
Nick Hill
169313b9f8 [Misc] Make handling of SamplingParams clearer in n>1 case (#26032) 
Signed-off-by: Nick Hill <nhill@redhat.com>
 2025-10-01 19:31:39 -07:00
Gregory Shtrasberg
0b018d8baf [ROCm][Bugfix] Add missing parameter to ROCm backend (#26029) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2025-10-01 19:23:14 -07:00
Jerry Zhang
c31246800c Support RL online quantization with torchao (#23014) 
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
 2025-10-01 16:39:29 -07:00
Lucas Wilkinson
4134312b35 [BugFix] ChunkedLocalAttention is currently not CG compatible (#26034) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
 2025-10-01 16:28:00 -07:00
Wentao Ye
da554f932e [Bug] Fix Negative Cuda Memory Usage (#25683) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2025-10-01 18:16:26 -04:00
Huamin Li
c36f0aa300 Fix test_mamba_ssm_ssd.py due to missing _query_start_loc_to_chunk_indices_offsets (#25995) 
Signed-off-by: Huamin Li <3ericli@gmail.com>
 2025-10-01 18:18:36 +00:00
Kenichi Maehashi
3b7c20a6b5 [Bugfix] Apply same sampling parameters for both n=1 and n>1 (#26005) 
Signed-off-by: Kenichi Maehashi <maehashi@preferred.jp>
 2025-10-01 14:37:35 +00:00
Nathan Scott
f9e714813a [Benchmark] Finish documented v0.11.0 deprecation of --endpoint-type (#26007) 
Signed-off-by: Nathan Scott <nathans@redhat.com>
 2025-10-01 12:41:57 +00:00
billishyahao
2518230d3e [MISC] Fix misleading batch_size_capture_list when cuda_graph_sizes < 4 (#25829) 
Signed-off-by: billishyahao <bill.he@amd.com>
Co-authored-by: Luka Govedic <ProExpertProg@users.noreply.github.com>
 2025-10-01 08:39:45 -04:00
Cyrus Leung
1405f0c7ba [Misc] Factor out common _apply_feature_select_strategy (#26003) 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
 2025-10-01 01:31:03 -07:00
Wenlong Wang
84d57342b6 [BugFix][MM] Fix Nonetype error when video is cache in qwen2.5-omni-thinker (#26004) 
Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
 2025-10-01 08:03:25 +00:00