 Cyrus Leung
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dbf4b89cf2
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[Misc] Remove unnecessary Transformers version guards (#57556)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2026-09-18 15:01:35 +00:00 |
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1cdf1689e5
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[Quantization][XPU] Enable int8_w8a8 MoE on the Triton backend for XPU (#53162)
Signed-off-by: Artur Fierka <artur.fierka@intel.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-18 22:38:15 +08:00 |
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Martin Hickey
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70164bdadc
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[Frontend] Add stream reasoning and tool calls from the derender endpoint (#50550)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-09-18 16:36:27 +02:00 |
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Kevin Liandkevinli
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911548247a
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[Distributed][MoonEP] BF16 integration of MoonEP balanced EP backend (#52101)
Signed-off-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
Co-authored-by: kevinli <306243285+kaijunli-infr@users.noreply.github.com>
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2026-09-18 10:34:01 -04:00 |
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Julien DebacheandHarry Mellor
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2bdae2a5a8
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[fix] Mistral-Large-3 accuracy regression on main (#57563)
Signed-off-by: jdebache <jdebache@nvidia.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-18 14:19:16 +00:00 |
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Kyle SayersandMisha Goin
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76d517fd12
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[Quantization] Support kimi-k3 routed expert quant (#57430)
Signed-off-by: Kyle Sayers <kylesayrs@gmail.com>
Co-authored-by: Misha Goin <mgoin64@gmail.com>
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2026-09-18 08:03:59 -06:00 |
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44dd18fe0b
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[Model][Gemma4] Load Weights with AutoWeightsLoader (#55911)
Signed-off-by: Josephasafg <ajgard7@gmail.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: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-18 12:07:30 +00:00 |
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Taneem Ibrahim
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2b8a5495a8
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[Mypy] Fix mypy typing for N/O models (#54142)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-09-18 12:50:01 +01:00 |
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e562003adb
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[Tokenizer] Drop dead Mistral tokenizer shims for transformers#41962 (#56325)
Signed-off-by: Aditya Ganesh Kumar <adty910@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-18 12:46:41 +01:00 |
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c58532c86b
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[Frontend] Upgrade XGrammar to 0.2.7 and Rust structural tags to 0.3.0 (#57272)
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-18 11:44:05 +00:00 |
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cc09352e5c
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[Bugfix][Multimodal] Preserve DeepSeek V4 image block spacing (#56882)
Signed-off-by: Xucheng Zhou <aden1350@outlook.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-18 18:44:39 +08:00 |
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Yuwen ZhouandLi, Jiang <jiang1.li@intel.com>
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b346479065
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[CPU] Add CPU FP8 W8A8 linear/MoE support (#49942)
Signed-off-by: yuwenzho <yuwen.zhou@intel.com>
Co-authored-by: Li, Jiang <jiang1.li@intel.com>
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2026-09-18 17:59:42 +08:00 |
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meng-amd
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6df2b1a8c6
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[Quantization] Support native Quark W4A16 INT4/UINT4 exports in vLLM (#48606)
Signed-off-by: HongWei Meng <HongWei.Meng@amd.com>
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2026-09-18 17:52:46 +08:00 |
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shaohuaxiandCodex
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67a8a3f926
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[Bugfix][CPU] Fix macOS multimodal SHM cache initialization (#57142)
Signed-off-by: 子华 <huaxi.shx@alibaba-inc.com>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-18 09:05:13 +00:00 |
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olka-amdandClaude Opus 5
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32636580a6
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[Bugfix][MLA] TritonMLA: fix illegal memory access on causal multi-token decode (#51065)
Signed-off-by: Oleksandr Kachur <oleksandr.kachur@amd.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-09-18 03:49:53 -05:00 |
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Micah WilliamsonandAndreas Karatzas
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d5f0a6e829
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[Bugfix][DBO] Fix DeepEP low-latency profiling crash with DP+EP+DBO (#57502)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-18 06:33:41 +00:00 |
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SunandCodex
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42a33039eb
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[Perf] Fuse CohereASR relative attention score accumulation (#55190)
Signed-off-by: levius <2114377220@qq.com>
Co-authored-by: Codex <codex@openai.com>
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2026-09-18 06:18:41 +00:00 |
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39e33db7f3
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[Frontend] Fix the parsing of missing string= in DeepSeek V4 (#56271)
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
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2026-09-18 05:11:24 +00:00 |
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dee37d8911
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[Frontend] Add --tool-strict-level for server-side control for structural tag activation (#56268)
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: lazymio <mio@lazym.io>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
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2026-09-18 04:32:39 +00:00 |
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d12c276853
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[Bugfix][ROCm] Alias SparseAttnIndexerKpool.forward_cuda to forward_native (GLM-5.3-Flash boot crash) (#57425)
Signed-off-by: Mustafa YILDIRIM <mustafa@character.ai>
Co-authored-by: Hermes Agent <hermes@nousresearch.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-18 03:36:55 +00:00 |
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Juntian LiuandWoosuk Kwon
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bf13ecc2f7
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[Perf][MRV2] Share token-to-request mappings across KV cache groups (#57102)
Signed-off-by: Juntian Liu <Juntianl777@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-09-18 03:14:36 +00:00 |
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JasonandChauncey
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2909ad8fa4
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[Bugfix] Attach request-level tools to existing system message in DeepSeek V4 Python renderer (#51856)
Signed-off-by: Jason Yao <wsyjh8@gmail.com>
Co-authored-by: Chauncey <chaunceyjiang@gmail.com>
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2026-09-18 11:07:25 +08:00 |
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Simon Danielsson
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70df48dc3d
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[Bugfix][KV Cache][GLM-5.3-Flash] Disable slot mapping kernel for the kpool tail buffer (#57317)
Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
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2026-09-17 22:42:54 -04:00 |
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Ren Yuzhou
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7b94293627
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[Bugfix][ROCm][KV Offload] Use private pinned tensors for CPU KV offload (#57160)
Signed-off-by: Yuzhou Ren <ryzcqu@outlook.com>
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2026-09-18 02:35:23 +00:00 |
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Chaunceyandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2bbdfcfcfe
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[Perf][GLM5.3-Flash] Use cooperative top-k for small GLM decode batches (#57327)
Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-18 10:31:35 +08:00 |
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Woosuk KwonandCodex
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64563d0ec4
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[Bugfix][DSv4.1] Preserve NaN-scored candidate block indices (#57454)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-17 19:00:10 -07:00 |
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Matt Mastracci
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2c88fb131c
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[Bugfix] DiffusionGemma: hand out stashed logprobs only on the committing step (#57414)
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2026-09-17 20:24:58 -04:00 |
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Rohan PotdarandClaude
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213c379fca
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[ROCm][Bugfix] Gate AITER MXFP8 MoE on the aiter enable flag (#57426)
Signed-off-by: Rohan Potdar <rohan.potdar@amd.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-09-18 00:06:05 +00:00 |
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Yan Ma
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48f663c37f
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[XPU] Fix incorrect context-key normalization for Qwen DFlash-based models (#56431)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-09-18 07:52:01 +08:00 |
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092bdd6d57
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[Frontend][Core] Add release_kv_cache_memory() API (#44890)
Signed-off-by: Dakai An <dakaian108@gmail.com>
Signed-off-by: AlanFokCo <alanfok2868@gmail.com>
Signed-off-by: aoshen02 <aoshen@inferact.ai>
Signed-off-by: Dakai An <77474977+andakai@users.noreply.github.com>
Co-authored-by: AlanFokCo <alanfok2868@gmail.com>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-18 07:12:12 +08:00 |
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a524f80b1f
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[AMD][Bugfix] Make the nested-RoPE patch reach automatic validation (#57289)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-17 18:09:06 -05:00 |
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Wei Zhao
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ccde9c61e9
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[Bugfix] Restore KV cache metadata GET method for external event consumer (#56925)
Signed-off-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-09-17 23:01:35 +00:00 |
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e0050f287a
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[Bugfix][ROCm] Add record_logical_topk_ready to ROCMAiterMLASparseImpl (GLM-5.3-Flash boot crash) (#57252)
Signed-off-by: Mustafa YILDIRIM <mustafa@character.ai>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-09-17 22:34:56 +00:00 |
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Woosuk KwonandCodex
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80447d2765
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[Bugfix][DSv4.1] Fix FlashInfer DSpark non-causal attention (#57432)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Codex <noreply@openai.com>
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2026-09-17 15:14:37 -07:00 |
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e8a2a0a8bb
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[Bugfix][Frontend] Reject stop strings on --tokens-only servers instead of silently ignoring them (#57058)
Signed-off-by: Shimi Bandiel <shimib@google.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-17 22:02:00 +00:00 |
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Misha Goin
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ac78445bc9
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[MoE] Encapsulate TRT-LLM BF16 weight layout handling (#57405)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-17 17:47:30 -04:00 |
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Misha Goin
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db7a24c230
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[Perf] Add fused DFlash2 grouped convolution (#55960)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-09-17 21:38:59 +00:00 |
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Maroon AyoubandRobert Shaw
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9612f77077
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[Bugfix] Release stale FlashMLA workspace views after growth (#56902)
Signed-off-by: Maroon Ayoub <mayoub@redhat.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-redhat@users.noreply.github.com>
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2026-09-17 16:23:15 -04:00 |
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rasmithandShanshan Shen
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acc2ed2a5f
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[ROCm][CI][The Rock 10] Fix (MI355) Quantized Models failure on The Rock 10 with Triton 3.8.x (#54849)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
Co-authored-by: Shanshan Shen <467638484@qq.com>
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2026-09-17 15:20:35 -05:00 |
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Doug Brown
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2b02c6c29b
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[Model] Add Cohere2MoE Eagle3 auxiliary hidden states (#49819)
Signed-off-by: Doug Brown <doug@github.douggo.com>
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2026-09-17 20:09:36 +00:00 |
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ac2f0ea82c
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[MoE][Bugfix] Skip SP padded rows in grouped MoE routing (#56079)
Signed-off-by: Elvir Crncevic <elvircrn@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Tyler Michael Smith <tlrmchlsmth@gmail.com>
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2026-09-17 19:36:19 +00:00 |
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67e5b0acc9
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[Bugfix][HiSparse][NIXL] Import full blocks without tail prefill on D (#57049)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
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2026-09-17 15:26:10 -04:00 |
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41f9104fa6
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[DSv4.1] Integrate Mega-Gate from DeepGEMM (#56266)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
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2026-09-17 12:06:36 -07:00 |
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afriedri
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a9a7e45f31
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[ROCm] Restore VLLM_ROCM_USE_AITER_FP4_ASM_GEMM and default w4a4 ASM GEMM back to off (#57055)
Signed-off-by: Andy Friedrich <afriedri@amd.com>
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2026-09-17 13:39:52 -05:00 |
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Michele Campi
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6a344d8c85
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[Bugfix][Metrics] Do not log a 0.0% prefix cache hit rate before any query (#54990)
Signed-off-by: Michele Campi <215741962+MicheleCampi@users.noreply.github.com>
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2026-09-17 18:19:13 +00:00 |
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Andy LoandOpenAI Codex
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09c379ab61
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[Bugfix] Max-load throughput cliff when max_num_seqs is not a multiple of 8 (#57355)
Signed-off-by: Andy Lo <andy@mistral.ai>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-09-17 18:09:18 +00:00 |
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Sriram KumarandDouglas Lehr
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ff6b5808c4
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[ROCm] Resolve the indexer fp8 cache dtype once at import (#53792)
Signed-off-by: Sriram Kumar <sriramkumar.kishorekumar@amd.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
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2026-09-17 17:51:35 +00:00 |
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Wentao YeandFlora Feng
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f3aa88d230
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[Kimi K3 Bug] Fix kimi k3 reasoning parser (#57098)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: Flora Feng <4florafeng@gmail.com>
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2026-09-17 10:05:52 -07:00 |
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MattandClaude Opus 5
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fef55fd26d
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[ROCm][CI] Adapt MoE tests to the triton_kernels 3.8 API (#57385)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-17 11:21:22 -05:00 |
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Taneem IbrahimandHarry Mellor
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e960ead0aa
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[Mypy] Fix mypy typing for Transformers models (#54320)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-09-17 12:11:31 -04:00 |
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