 Bugen Zhaoandkhluu
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05adde9955
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[Bugfix] Pass reasoning parser kwargs to structured output (#41199)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
(cherry picked from commit a07642667d)
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2026-05-01 12:14:44 -07:00 |
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 Thien Tranandkhluu
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d9f3961abb
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[DSv4] Use cvt PTX for FP32->FP4 conversion (#41015)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
(cherry picked from commit 296741d025)
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2026-04-30 21:39:14 -07:00 |
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 Chaunceyandkhluu
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bf590b6a24
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[Bugfix] DSV32/V4 add missing type conversion for non-streaming tool calls (#41198)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
(cherry picked from commit 762022cafb)
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2026-04-30 21:39:13 -07:00 |
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 Wei Zhaoandkhluu
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66df2c03f5
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[Bugfix] Fix max_num_batched_token not captured in cuda graph (#40734)
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
Co-authored-by: Wei Zhao (Engrg-Hardware 1) <weizha@login-bia02.bia.clusters.nvidia.com>
(cherry picked from commit 8b49cf3a37)
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2026-04-30 21:39:13 -07:00 |
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 Nick Hillandkhluu
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a076bd1e67
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[Core] Account for num_gpu_blocks_override in max_model_len checks (#41069)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
(cherry picked from commit e68fa1b90a)
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2026-04-30 21:39:13 -07:00 |
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 Yongye Zhuandkhluu
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b8160878f0
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[DSV4] Add silu clamp limit to shared expert (#40950)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
(cherry picked from commit 706a04d34b)
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2026-04-27 00:40:46 -07:00 |
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 Dao007foreverandkhluu
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84c276d7ea
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[Bugfix] Cap SWA/chunked-local runtime admission to startup pool-sizing bound (#40946)
Signed-off-by: Dao Le <Dao007forever@gmail.com>
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
(cherry picked from commit 7b1bc0a3eb)
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2026-04-26 21:43:00 -07:00 |
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khluu
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5eb3657578
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Revert "[Frontend] Remove frontend pooling multi task support. (#37861)"
This reverts commit d2e2e856ad.
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2026-04-26 21:42:15 -07:00 |
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+8        
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4d51588e23
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[Feat] DeepSeek V4 Rebased (#40860)
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: qizixi <zixi@inferact.ai>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <yongye@inferact.ai>
Co-authored-by: Simon Mo <simon@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: Zhewen Li <jerven.vllm@gmail.com>
Co-authored-by: Zijing Liu <liuzijing2014@gmail.com>
Co-authored-by: khluu <khluu000@gmail.com>
Co-authored-by: qizixi <zixi@inferact.ai>
Co-authored-by: Zhewen Li <zhewenli@inferact.ai>
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2026-04-26 18:31:08 -07:00 |
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![mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>](/assets/img/avatar_default.png)   ![gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>](/assets/img/avatar_default.png)  
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32e45636e3
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[torch.compile]: Disable Sequence Parallelism (SP) for piecewise compilation (#38373)
Signed-off-by: SouthWest7 <am1ao@qq.com>
Signed-off-by: Xinan Miao <1403572259@qq.com>
Co-authored-by: SouthWest7 <am1ao@qq.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Wang Xingran <72983099+wangxingran222@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-26 17:44:42 +00:00 |
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b39c266dae
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[KV Offload] Offload all KV blocks when doing prefill in P/D (#40346)
Signed-off-by: omerpaz95 <omerpaz95@gmail.com>
Signed-off-by: omerpaz95 <73347585+omerpaz95@users.noreply.github.com>
Co-authored-by: Or Ozeri <or@ozery.com>
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2026-04-26 15:06:01 +03:00 |
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c798593f0d
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[Bugfix] Fix the DSML token leakage in DSV4/3.2 (#40806)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: Windswithyou 1694599440@qq.com
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2026-04-26 08:58:50 +08:00 |
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 rasmithandGitHub
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1e9f19ca3f
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[CI][AMD]BugFix] Fix deadlock occuring in test_moe_layer (#40767)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
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2026-04-25 09:34:14 -04:00 |
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 Andreas KaratzasandGitHub
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95995bbef8
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[ROCm][Engine] Fix GPU memory leaks in engine shutdown and test workaround for async KV prefix cache reset (#38503)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-25 05:25:20 +00:00 |
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07351e0883
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[Feature] Warm up readonly multimodal processor during renderer startup (#40797)
Signed-off-by: Chenguang ZHENG <645327136@qq.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-04-25 03:57:41 +00:00 |
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 Andreas KaratzasandGitHub
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428b988c98
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[ROCm][CI] Fix trust_remote_code AttributeError in EAGLE3 acceptance length test (#40306)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-25 02:59:31 +00:00 |
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 Andreas KaratzasandGitHub
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e54894fc85
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[ROCm][CI] Fix TestSiluMulGroupFp8QuantModel after W8A8 block linear refactor (#39799)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-04-25 11:20:59 +09:00 |
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 Angela YiandGitHub
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bc2ae5a3d6
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[Test] Increase qwen2_vl num_logprobs to fix torch 2.12 update (#40818)
Signed-off-by: Angela Yi <angelayi@meta.com>
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2026-04-25 00:59:20 +00:00 |
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 Lucas KabelaandGitHub
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ce6a199ecc
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[BE][Bugfix] Respect TORCH_COMPILE_DISABLE env var at the vLLM config level for torch 2.12 (#40715)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-04-24 16:25:03 -07:00 |
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 Artem PerevedentsevandGitHub
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333529deae
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[EPLB] Fix replica selection bias in fused_moe router (#40810)
Signed-off-by: Artem Perevedentsev <aperevedents@nvidia.com>
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2026-04-24 22:06:41 +00:00 |
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 Zhang JianandGitHub
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8825608205
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[Bugfix][CI] Fix wrong residual shape in TestFusedAddRMSNorm.example_inputs that causes flaky test (#40629)
Signed-off-by: Zhang Jian <jianmusings@gmail.com>
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2026-04-24 16:40:07 -04:00 |
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 Shanshan ShenandGitHub
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b5587e1013
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[CI/Build] Add e2e test for ViT CUDA graph (#40780)
Signed-off-by: shen-shanshan <467638484@qq.com>
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2026-04-24 18:12:14 +08:00 |
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079a4cf399
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[MoE] Move cutlass moe to fused_moe/experts/ (#40574)
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-04-24 06:05:49 +00:00 |
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 ![gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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9744b699ba
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[Deprecate] Deprecate LLM.reward offline api, use LLM.encode instead. (#40688)
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>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-04-24 05:37:50 +00:00 |
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![gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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c662b4359e
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[Bugfix] Avoid mutating chat_template_kwargs in HYV3ReasoningParser initialization (#40713)
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2026-04-24 13:08:58 +08:00 |
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c9bf77df92
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[BUG]: fix HF tokenizer concurrent borrow in tool parsers (#40059)
Signed-off-by: Yifan <yzong@redhat.com>
Co-authored-by: timon0305 <timon0305@outlook.com>
Co-authored-by: sfeng33 <4florafeng@gmail.com>
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2026-04-23 18:20:30 -07:00 |
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 Doug CamposandGitHub
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92762edc53
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[Bugfix] Treat <tool_call> as implicit reasoning end in Qwen3 parser (#35687)
Signed-off-by: Doug Campos <qmx@qmx.me>
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2026-04-24 09:10:04 +08:00 |
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![gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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626daa2076
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[Feat] Unified Synthetic Acceptance Rate for V1 and V2 (#40662)
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>
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2026-04-24 00:48:08 +00:00 |
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 Nick HillandGitHub
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fe85a92e86
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[Core] Avoid seq_lens_cpu GPU->CPU sync (#40654)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-04-24 00:35:55 +00:00 |
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 Sage MooreandGitHub
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62b1bbe470
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[EPLB] Remove asyncio infrastructure from Async EPLB (#40730)
Signed-off-by: Sage Moore <sage@neuralmagic.com>
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2026-04-24 00:21:15 +00:00 |
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447c372ac5
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[MoE] Move remaining PrepareAndFinalize to prepare finalize folder (#39009)
Signed-off-by: Robert Shaw <robertgshaw2@gmail.com>
Signed-off-by: Jackmin801 <ongjackm@gmail.com>
Co-authored-by: Robert Shaw <robertgshaw2@gmail.com>
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2026-04-23 20:00:53 -04:00 |
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 Matthew BonanniandGitHub
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cde8d24710
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[Spec Decode] Move SpecDecodeBaseProposer out of eagle.py (#40732)
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-04-23 22:28:27 +00:00 |
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 Nicolò LucchesiandGitHub
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8824f50f1f
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[CI] Split disaggregated tests into own test-area (#40623)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-04-23 23:20:12 +08:00 |
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d0009ddb0b
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[Model] Support Hy3 preview (#40681)
Signed-off-by: stevenkuang <stevenkuang@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-23 22:08:26 +08:00 |
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 Richard ZouandGitHub
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424033f4fc
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[Bugfix] Include inductor and functorch configs in compilation cache key (#40627)
Signed-off-by: Richard Zou <zou3519@gmail.com>
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2026-04-23 09:52:59 -04:00 |
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 BadrBasowidandGitHub
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2196bac135
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[Compilation] Refactor SiluMul activation+quant Fusion Pass (#39684)
Signed-off-by: BadrBasowid <badr.basowid@gmail.com>
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2026-04-23 09:10:36 -04:00 |
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 liuzhenweiandGitHub
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4a79262e0f
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[UT][Hardware] let torchrun example tests use the default backend (#39879)
Signed-off-by: zhenwei-intel <zhenwei.liu@intel.com>
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2026-04-23 16:22:28 +08:00 |
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 Nicolò LucchesiandGitHub
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9c2492e501
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[Misc] Support Human-readable (k/K/m/M..) json cli arg (#40473)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-04-23 09:42:23 +02:00 |
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![mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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8317cedc77
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[Responses] Add tool_choice/tools validation to match OpenAI behavior (#40399)
Signed-off-by: sfeng33 <4florafeng@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-22 22:46:10 -07:00 |
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fe9c3d6c5f
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[TurboQuant] enable FA3/FA4 for prefill paths (#40092)
Signed-off-by: 墨楼 <huangzhilin.hzl@antgroup.com>
Co-authored-by: 墨楼 <huangzhilin.hzl@antgroup.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Codex <codex@openai.com>
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2026-04-23 07:35:24 +03:00 |
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 Lucas KabelaandGitHub
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b8401a9bf4
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[Bugfix] Fix RMS norm + quant fusion on DeepGEMM UE8M0 path for B200 (#40552)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2026-04-22 22:04:42 +00:00 |
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 Honglin CaoandGitHub
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9c271f9403
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[gRPC] Add standard gRPC health checking (grpc.health.v1) for Kubernetes native probes (#38016)
Signed-off-by: Honglin Cao <Caohonglin317@hotmail.com>
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2026-04-22 21:31:00 +00:00 |
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cfa49213d7
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[Bugfix][Parser] Fix Mistral pre-v11 tool parser failing on trailing model output (#40531)
Signed-off-by: dougbtv <dosmith@redhat.com>
Signed-off-by: Doug Smith <dougbtv@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-04-22 16:35:00 -04:00 |
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![mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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29f64c5f5e
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FlexAttention non-causal support (#40394)
Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-04-22 13:22:57 -07:00 |
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 Angela YiandGitHub
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eb6661d522
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Fix test_startup.py for torch 2.12 (#40636)
Signed-off-by: Angela Yi <yiangela7@gmail.com>
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2026-04-22 19:31:41 +00:00 |
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d622e27d2b
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[NVFP4] NVFP4 MOE emulation fallback for H100/MI300/MI350, standardize TritonExperts usage for OCP MX emulation (#35737)
Signed-off-by: Felix Marty <Felix.Marty@amd.com>
Signed-off-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Kyle Sayers <kylesayrs@gmail.com>
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2026-04-22 08:58:54 -07:00 |
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 Nicolò LucchesiandGitHub
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33ef1941e2
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[Bugfix][CI] Fix v1/kv_connector/unit/test_nixl_connector_hma.py::test_fewer_blocks_with_hma (#40597)
Signed-off-by: NickLucche <nlucches@redhat.com>
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2026-04-22 14:21:02 +01:00 |
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 ![mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>](/assets/img/avatar_default.png) 
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a250f1bd5f
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[Bugfix] LoRA for DeepSeek V3.2 (#35077)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-04-22 19:33:50 +08:00 |
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 philip-essentialandGitHub
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123674879e
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[Model] Add block-local attention and YaRN for local layers to Gemma3 (#39823)
Signed-off-by: Philip Monk <169196560+philip-essential@users.noreply.github.com>
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2026-04-21 23:34:50 -07:00 |
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 Carl YandGitHub
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4254aeb56f
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[fix] flaky test_mla_attn_quant_fusion.py (#40530)
Signed-off-by: Carl You <4531192+carlyou@users.noreply.github.com>
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2026-04-22 06:29:58 +00:00 |
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