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10937 Commits

Author SHA1 Message Date
Michael
2a69949bda [Bugfix]: Fix Gemma4ToolParser.__init__() missing tools parameter (#38847) 
Signed-off-by: Michael Hospedales <hospedales@me.com>
(cherry picked from commit bb39382b2b)
 2026-04-02 16:45:38 -07:00
Luciano Martins
8adcf8c40a feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826) 
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Luciano Martins <lucianomartins@google.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
(cherry picked from commit 08ed2b9688)
 2026-04-02 11:49:53 -07:00
khluu
cfad6a509c Revert "[Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang (#38730)" 
This reverts commit c284a6671c.
 2026-04-01 15:14:58 -07:00
Stefano Castagnetta
c284a6671c [Bugfix] Restrict TRTLLM attention to SM100, fixing GB300 (SM103) hang (#38730) 
Signed-off-by: Stefano Castagnetta <scastagnetta@nvidia.com>
(cherry picked from commit 6183cae1bd)
 2026-04-01 12:11:03 -07:00
Chauncey
3a30a1a6a8 [Misc] Rename think_start_str/think_end_str to reasoning_start_str/reasoning_end_str (#38242) 
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
(cherry picked from commit cbe7d18096)
 2026-04-01 12:10:53 -07:00
Juan Pérez de Algaba
29982d48b3 (security) Enforce frame limit in VideoMediaIO (#38636) 
Signed-off-by: jperezde <jperezde@redhat.com>
(cherry picked from commit 58ee614221)
 2026-04-01 12:10:40 -07:00
Yifan Qiao
1dbbafd3f3 [Feat][v1] Simple yet General CPU KV Cache Offloading (#37160) 
Signed-off-by: Yifan Qiao <yifanqiao@berkeley.edu>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
(cherry picked from commit 91e4521f9f)
 2026-04-01 01:03:14 -07:00
Lucas Wilkinson
0ee3b7fc3d [Bugfix][MLA] Add logits size budget to sparse indexer prefill chunking (#36178) 
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
(cherry picked from commit eb47454987)
 2026-04-01 01:02:58 -07:00
Matthew Bonanni
268bed9cf3 [Bugfix][Async] Fix async spec decoding with hybrid models (#38556) 
Signed-off-by: SandishKumarHN <sandishkumarhn@gmail.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: SandishKumarHN <sandishkumarhn@gmail.com>
(cherry picked from commit 757068dc65)
 2026-04-01 01:02:35 -07:00
Li, Jiang
12449f9492 [Bugfix][CPU] Skip set_num_threads after thread binding (#38535) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
(cherry picked from commit 6557f4937f)
 2026-03-30 23:01:42 -07:00
Jaewon
d816834c1a [MoE] Add RoutingMethodType.Simulated to TRT-LLM FP8/NVFP4 kernel allowlists (#38329) 
Signed-off-by: Jaewon Lee <jaewon@meta.com>
 2026-03-29 22:53:43 -07:00
Roger Wang
92f0db57a8 [Misc] Always use forward_mulmat for Conv3d on newer versions of torch. (#38487) 2026-03-30 05:39:41 +00:00
Stanislav Kirillov
a6db99ba02 [Bugfix] Support multi-type params parsing for DeepSeek v3.2 (#33703) 
Signed-off-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Stanislav Kirillov <stas@nebius.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
 2026-03-30 04:07:28 +00:00
Kyle Sayers
d28d86e8a3 [QeRL] Fix online quantized reloading (#38442) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-29 14:56:41 -06:00
Wentao Ye
995dea1354 [Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement (#38139) 
Signed-off-by: yewentao256 <zhyanwentao@126.com>
 2026-03-29 18:12:50 +00:00
allgather
8c0b6267d7 [Transformers v5] fix missing pixtral/voxtral multimodal dispatch (#38410) 
Signed-off-by: allgather <all2allops@gmail.com>
 2026-03-29 09:59:06 +00:00
Andreas Karatzas
43cc5138e5 [ROCm][CI] Fix cross-attention dispatch for encoder-decoder models (#38450) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-28 22:08:03 -07:00
Shubhra Pandit
5b8c30d62b [Spec Decode, BugFix] Propagate norm_before_fc from Eagle3 speculator (#38111) 
Signed-off-by: Shubhra Pandit <shubhra.pandit@gmail.com>
 2026-03-29 00:42:06 +00:00
haosdent
d39b8daf5f [Feature] Add Qwen3-ForcedAligner support via token classification pooling (#35367) 
Signed-off-by: haosdent <haosdent@gmail.com>
 2026-03-29 00:27:52 +00:00
Walter Beller-Morales
fafca38adc [BugFix][Frontend] apply task instruction as system prompt in cohere v2/embed (#38362) 
Signed-off-by: walterbm <walter.beller.morales@gmail.com>
 2026-03-28 18:30:54 +00:00
Kunshang Ji
aa4eb0db78 [CI]revert initialize_model context manager (#38426) 
Signed-off-by: Kunshang Ji <jikunshang95@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
 2026-03-28 16:56:50 +00:00
Bvicii
bda3eda82d [Bugfix] Disallow renderer_num_workers > 1 with mm processor cache (#38418) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
 2026-03-28 06:32:52 -07:00
IriKa
148a5c1226 [Bugfix]fix output Nan/Inf in marlin if dtype=float16 (#33972) 
Signed-off-by: IriKa Qiu <qiujie.jq@gmail.com>
 2026-03-27 16:36:08 -07:00
Wei Zhao
b69bf2f0b1 [Perf] Use torch compile to fuse pack topk in trtllm moe (#37695) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
 2026-03-27 17:30:46 -06:00
rongfu.leng
88149b635e Add nvidia h800 moe config (#31201) 
Signed-off-by: rongfu.leng <rongfu.leng@daocloud.io>
 2026-03-27 16:28:48 -07:00
Giancarlo Delfin
384e4d5f48 [Model Runner V2] Rebuild attention metadata before eagle decode full… (#38311) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-27 13:46:42 -07:00
Kyle Sayers
648edcf729 [QeRL] Compose online quantization with quantized reloading (#38032) 
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
 2026-03-27 13:22:33 -07:00
Michael Goin
7ba425e916 Add short flag -sc for --speculative-config argument (#38380) 
Co-authored-by: Claude <noreply@anthropic.com>
 2026-03-27 12:04:22 -07:00
Gregory Shtrasberg
b8665383df [ROCm] Fix GPT-OSS import for triton 3.6 (#37453) 
Signed-off-by: Gregory Shtrasberg <Gregory.Shtrasberg@amd.com>
 2026-03-27 18:00:57 +00:00
Rohan Potdar
0e9358c11d {ROCm]: gpt-oss fusion/padding fixes (#38043) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Rohan138 <rohanpotdar138@gmail.com>
Signed-off-by: Rohan Potdar <66227218+Rohan138@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-27 12:19:15 -04:00
Harry Mellor
21d2b53f88 Remove need for explicit \n in docstring lists for --help formatting (#38350) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
 2026-03-27 08:38:00 -07:00
Jonas M. Kübler
98e7f223b9 enable skipping of SW attention layers when using FP8 KV cache (#33695) 
Signed-off-by: Jonas Kuebler <kuebj@amazon.com>
 2026-03-27 07:25:02 -06:00
Juan Pérez de Algaba
b111f8a61f fix(security): Add VLLM_MAX_N_SEQUENCES environment variable and enforce limit (#37952) 
Signed-off-by: jperezde <jperezde@redhat.com>
Signed-off-by: Russell Bryant <rbryant@redhat.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
 2026-03-27 09:02:10 -04:00
Sage Moore
497e234d38 [EPLB] Cleanup the transfer logic for the various eplb maps (#34520) 
Signed-off-by: Sage Moore <sagmoore@redhat.com>
Signed-off-by: Sage Moore <sage@neuralmagic.com>
 2026-03-27 10:18:46 +01:00
dtc
6287e7fa20 [P/D] Mooncake: Add unit tests and minor fixes for mooncake connector (#36946) 
Signed-off-by: Tianchen Ding <dtcccc@linux.alibaba.com>
 2026-03-27 09:26:40 +01:00
Flora Feng
aee4c14689 [Bugfix] Fix Hermes tool parser when stream interval > 1 (#38168) 
Signed-off-by: sfeng33 <4florafeng@gmail.com>
 2026-03-27 14:42:26 +08:00
Bowen Bao
0ae89f18fd [Refactor] Move FusedMoE hidden_size roundup to quant_method (#34285) 
Signed-off-by: Bowen Bao <bowenbao@amd.com>
 2026-03-26 23:38:26 -07:00
Li, Jiang
becaed6ec8 [CPU] Support CT W4A16 on CPU MP kernel (#38219) 
Signed-off-by: jiang1.li <jiang1.li@intel.com>
 2026-03-27 14:15:28 +08:00
Xiaoshuang Wang
a8eab8f30d [Model] Extract GatedDeltaNetAttention into shared layer for Qwen3Next and Qwen3.5 (#37975) 
Signed-off-by: wxsIcey <1790571317@qq.com>
Signed-off-by: Icey <1790571317@qq.com>
 2026-03-27 14:13:21 +08:00
cjackal
2babac0bed [frontend] dump openai responses type by alias (#38262) 
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
 2026-03-27 05:58:20 +00:00
Or Ozeri
7cc302dd87 [kv_offload+HMA][7/N]: Support register_kv_caches for hybrid models (#37853) 
Signed-off-by: Or Ozeri <oro@il.ibm.com>
 2026-03-27 08:38:33 +03:00
Bvicii
999dfc1622 [Bugfix] Offload blocking tokenizer ops to shared thread pool to unblock event loop (#34789) 
Signed-off-by: Bvicii <yizhanhuang2002@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
 2026-03-26 22:17:00 -07:00
Harry Mellor
f73bcb1c51 Various Transformers v5 config fixes (#38247) 
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
 2026-03-26 23:06:59 +00:00
yzong-rh
28048bd6b0 [Bugfix] Add missing f-string prefix in xgrammar choices error message (#38162) 
Signed-off-by: Yifan Zong <yzong@redhat.com>
 2026-03-26 21:43:03 +00:00
Giancarlo Delfin
c32e97602d [Model Runner V2] Enable forcing a specific acceptance rate during rejection sampling (#38045) 
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
 2026-03-26 13:38:12 -07:00
Wei Zhao
0904b6550d Fix multi-node allreduce fusion (#38136) 
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: root <root@theia0053.lyris.clusters.nvidia.com>
 2026-03-26 20:24:36 +00:00
Stig-Arne Grönroos
f26fcdfb9e [Bugfix][ROCm] Fix lru_cache on paged_mqa_logits_module (#37547) 
Signed-off-by: Stig-Arne Grönroos <stig-arne.gronroos@amd.com>
 2026-03-26 19:01:05 +00:00
jennyyyyzhen
a4cf9b22ba [ROCM][Bugfix] Use correct stride in cp_mha_gather_cache_kernel for hybrid model (#37228) (#37228) 
Signed-off-by: jennyyyyzhen <yzhen@hmc.edu>
Co-authored-by: yZhen <yZhen@fb.com>
 2026-03-26 10:33:39 -07:00
Andreas Karatzas
a8e48a7b85 [CI] Fix conch kernel crash on 3D input by reshaping to 2D before GEMM (#38178) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-26 11:46:03 -05:00
Andreas Karatzas
bdc1719eb9 [ROCm][CI] Fix AITER state leak in shared_fused_moe_routed_transform test (#38137) 
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
 2026-03-26 09:26:46 -07:00