 Wentao Ye
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2f18d13cf0
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[GLM5.3 Perf] Enable fp8 kv cache for GLM5.3 Flash by default, 9.8% E2E Throughput Improvement (#61228)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-13 15:29:17 -04:00 |
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2cc2e68d1c
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[Core][Mamba] Remove leftovers of mamba_cache_mode="all" (#60043)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Jiangyun Zhu <zhujiangyun@inferact.ai>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-13 00:58:59 -07:00 |
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Harry Huangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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c75cb63cd2
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[Qwen4Exp] support Sequence Parallelism for Qwen3.8-Flash-Next (#56322)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-12 20:56:44 +08:00 |
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b803edbc9f
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[Model] Streamline EmbeddingGemma 2 config resolution and harmonize Triton prefill attention (#60289)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-10-07 14:56:40 -07:00 |
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Misha GoinandClaude Opus 5.5
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a982c81e3e
|
[Bugfix] Limit GlmMoeDsaForCausalLM fp8 KV cache default to SM100 (#60281)
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-07 13:37:13 -07:00 |
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Luciano MartinsandLuciano Martins
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02b83919aa
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[Model] Support EmbeddingGemma2 multimodal pooling architecture (#60254)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-10-06 13:43:38 -04:00 |
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Wentao Ye
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fba31f31a9
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[GLM5.3 Perf] Switch to fp8 kv cache by default for GLM, 2.3%~5.5% E2E Throughput Improvement (#60140)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-06 12:54:20 -04:00 |
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cb6458c5ce
|
[Core] Remove deprecated mamba_cache_mode "all" (#58997)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Thomas Parnell <tpa@zurich.ibm.com>
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2026-10-01 02:59:37 -07:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
|
[Chore] Use Transformers v5 names and drop redundant processor use_fast (#58550)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
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2026-09-24 14:14:10 +00:00 |
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Linze Shi
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484c211fe8
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[Bugfix][Pooling] Fix JinaVL label configuration and restore multimodal tests (#57347)
Signed-off-by: Linze-Shi <linzeshi0@gmail.com>
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2026-09-24 13:51:25 +00:00 |
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Jhao-Ting Chen
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4fb767ff0a
|
[Kernel] Resubmit PR 48666 - Gemma4 FP8 KV FA4 head dim 512 backend selection (#53175)
Signed-off-by: Jhao-Ting Chen <jhaotingc@nvidia.com>
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2026-09-23 20:29:06 -07:00 |
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1b3b88ec2b
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[Core] structured generation mode for DiffusionGemma model (Jev-like) (#57250)
Signed-off-by: Matt Mastracci <matthew@mastracci.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Razorback16 <razorback16@protonmail.com>
Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Razorback16 <razorback16@protonmail.com>
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2026-09-22 20:51:17 +00:00 |
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Harry MellorandClaude Opus 5
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8c1557a79c
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Add pydocstyle to the ruff rules (#52136)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Harry Mellor <hej.mellor@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 16:44:29 +00:00 |
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e77daef89e
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[Model] Support DeepSeek-V4.1-Flash (#56214)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-11 02:11:19 -07:00 |
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Isotr0py
|
1356635d83
|
[New model][Multimodal] Add DeepSeek-V4-Flash-Vision-Exp support (#54566)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-09-02 11:09:09 -07:00 |
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+5
|
e126687a9a
|
[Model] Support Qwen3.8-Flash-Next (#53896)
Signed-off-by: huanghaoyan.hhy <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: andyluo7 <andy.luo@amd.com>
Signed-off-by: lishunyang12 <lishunyang03@gmail.com>
Signed-off-by: Harry Huang <huanghaoyan.hhy@alibaba-inc.com>
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: KungYork <firelikest@163.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: andyluo7 <43718156+andyluo7@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: andyluo7 <andy.luo@amd.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: lishunyang12 <lishunyang03@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-31 05:57:56 +00:00 |
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hcl
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42e7942ac9
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fix(config): guard LlamaBidirectionalConfig against missing hf_config.pooling (#50536)
Signed-off-by: Chenglun Hu <chenglunhu@gmail.com>
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2026-08-27 18:56:07 +08:00 |
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72aedcc426
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[DCP] Default query replication for GLM sparse attention (#50382)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-21 09:07:05 -07:00 |
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Wentao Ye
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9a276d6375
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[Mypy Fix] Mypy fix for "vllm/model_executor/models/[cC][dD]" (#52003)
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2026-08-13 11:33:55 +08:00 |
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Harry Mellor
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70b84f0bcb
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Fix Gemma 4 for upcoming Transformers version (#49797)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 07:48:26 +00:00 |
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Jiangyun Zhuandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f9c74b4b9c
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[Mamba] enable prefix cache by default (#50991)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-04 15:20:51 +00:00 |
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wangxiyuan
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dd11df04f3
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[Misc] Remove deprecated calculate_kv_scales runtime KV scale calculation (#49389)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-08-03 11:15:13 -04:00 |
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Omkar Shewale
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9a4fd57cac
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[Model] Support jina-embeddings-v5-text-nano (EuroBERT encoder backbone) (#50688)
Signed-off-by: Omkar Shewale <omkarshewale2001@gmail.com>
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2026-08-03 01:37:08 +00:00 |
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Sebastian WooandClaude
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bebf918044
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[Bugfix][Model] Reject encoder-backbone jina-embeddings-v5 checkpoints with a clear error (fixes #50337) (#50352)
Signed-off-by: seewoo <seewoo@ucsc.edu>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-31 11:43:31 +08:00 |
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+13
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aeeb36b1f1
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[New model] Kimi K3 (#50000)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Yifan Qiao <yifanqiao@inferact.ai>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: wzhao18 <wzhao18.sz@gmail.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: aoshen02 <aoshen02@users.noreply.github.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: aoshen02 <aoshen@inferact.ai>
Co-authored-by: Summer Yang <girasoleyang@gmail.com>
Co-authored-by: Kevin H. Luu <khluu000@gmail.com>
Co-authored-by: Bowen Wang <abmfy@icloud.com>
Co-authored-by: gnovack <novackgm@gmail.com>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: xiaozhoupy <peiyuanzhou1994@gmail.com>
Co-authored-by: Roy Wang <yasong.wang@inferact.ai>
Co-authored-by: Jeff (Junze) Ma <93145857+majunze2001@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Wei Zhao <51183510+wzhao18@users.noreply.github.com>
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2026-07-30 03:49:58 -07:00 |
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Perkz ZhengandPerkz Zheng
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ad5d29db70
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[Model] Support Qwen3.5 text-only dense and MoE models (#50210)
Signed-off-by: Perkz Zheng <PerkzZheng@users.noreply.github.com>
Co-authored-by: Perkz Zheng <PerkzZheng@users.noreply.github.com>
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2026-07-29 08:21:57 +00:00 |
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Athrael Soju
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1240c74c0a
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[Bugfix] Respect declared attention contract for ColQwen3.5 retrievers (#49372)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
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2026-07-26 04:08:07 +00:00 |
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Michael Goin
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08dfd68610
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[Model] Add LongCat-Flash-Lite (n-gram embedding) (#47857)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-07-10 07:17:50 -07:00 |
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Dakai An
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1f486d96a1
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Add Triton Backend for Unlimited-OCR R-SWA (#47102)
Signed-off-by: Dakai An <dakaian108@gmail.com>
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2026-07-03 00:11:50 -07:00 |
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Andreas Karatzas
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4236514098
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[ROCm][CI][Multimodal] Use ROCm-aware FA availability check for Unlimited-OCR (#47004)
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-06-30 14:03:13 +08:00 |
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c6741b2ad4
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[Model] Support Unlimited OCR (#46564)
Signed-off-by: Tianyu Guo <guoty9@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Roger Wang <hey@rogerw.io>
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2026-06-27 23:09:18 -07:00 |
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Athrael SojuandClaude Opus 4.8
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3c8e49596c
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[Model] ColQwen3.5: fix retrieval correctness (bias + bidirectional) (#46108)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-06-22 17:25:54 +08:00 |
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Martin Kukla
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6c5872efc5
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[Bugfix] Unset HF's default max_new_tokens for DiffusionGemma (#45417)
Signed-off-by: Martin Kukla <martin.kukla@cantab.net>
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2026-06-15 17:31:57 +08:00 |
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eb28452b10
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[Model] Add DiffusionGemma Support (#45163)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Martin Kukla <martin.kukla@cantab.net>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Dipika Sikka <dsikka@redhat.com>
Co-authored-by: NickLucche <nlucches@redhat.com>
Co-authored-by: jiahanc <173873397+jiahanc@users.noreply.github.com>
Co-authored-by: Alec Kohlhoff <134344302+aleckohlhoff@users.noreply.github.com>
Co-authored-by: Porras Huang <20535584+porrashuang@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: scoootscooob <167050519+scoootscooob@users.noreply.github.com>
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2026-06-11 22:17:35 -07:00 |
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6deb05e0e4
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[Core][Model] Gemma4: Unified FA4 for all layers + FlashAttention mm_prefix support (#42175)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <lwilkins@redhat.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
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2026-06-09 17:45:39 -07:00 |
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Luciano MartinsandLuciano Martins
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a248b45d05
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[Model] Add Gemma4 Unified (encoder-free) support (#44429)
Signed-off-by: Luciano Martins <lucianommartins@users.noreply.github.com>
Co-authored-by: Luciano Martins <lucianommartins@users.noreply.github.com>
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2026-06-03 12:01:39 -07:00 |
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117afeea46
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Fix error in Dynamic NTK scaling (#41277)
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-05-19 17:27:54 -04:00 |
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roikoren755
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737bfa3a43
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[Bugfix][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash (#41233)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-05-18 14:54:00 +03:00 |
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wang.yuqi
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a8208e6a81
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[Examples] Resettle features examples. (#40995)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-28 00:33:41 -07:00 |
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+7
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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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roikoren755
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f819265a4a
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Default to 'align' mamba cache mode for Mamba-based models when speculative decoding is enabled (#40454)
Signed-off-by: Roi Koren <roik@nvidia.com>
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2026-04-21 14:51:43 +00:00 |
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Yongye Zhu
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739e5945dc
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[Quantization] [Refactor] Create special "GptOssMxfp4MoeMethod" (#39604)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
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2026-04-13 12:53:58 -04:00 |
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fa6ae31177
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feat: rename logit_bias/logit_scale to logit_mean/logit_sigma for affine score calibration (#39530)
Signed-off-by: Jesus Federico <jefp@amazon.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-13 04:43:44 +00:00 |
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wang.yuqi
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cb5f7501cb
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[New Model]: jinaai/jina-reranker-v3 (#38800)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-04-10 15:20:40 +00:00 |
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Netanel Haber
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dfa5062a8f
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NemotronH default mamba_ssm_cache_dtype=float32; enable auto-hook for NemotronHNanoVLV2Config (#39032)
Signed-off-by: Netanel Haber <58652339+netanel-haber@users.noreply.github.com>
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2026-04-06 19:47:46 +00:00 |
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08ed2b9688
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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>
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2026-04-02 11:13:28 -07:00 |
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3b1dbaad4e
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[HMA]Fix corner case when hybrid page_size can not be evenly divided issue (blk_size=64,tp=4) (#37467)
Signed-off-by: Chendi Xue <chendi.xue@intel.com>
Signed-off-by: Matthew Bonanni <mbonanni@redhat.com>
Signed-off-by: Chendi.Xue <chendi.xue@intel.com>
Co-authored-by: Matthew Bonanni <mbonanni@redhat.com>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
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2026-03-30 16:47:30 +00:00 |
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Le Yang
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d7d2b5e405
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[Bugfix] Disable --calculate-kv-scales for hybrid GDN/Mamba+Attention… (#37565)
Signed-off-by: Young-Leo <562593859@qq.com>
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2026-03-20 18:28:34 +00:00 |
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Athrael Sojuandwang.yuqi
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c0745a851a
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[Model] Add ColQwen3.5 4.5B support (#36887)
Signed-off-by: Athrael Soju <athrael.soju@gmail.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-03-17 21:17:02 +00:00 |
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Vadim Gimpelson
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8374387bd8
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[FlashInfer] Revert block_size 16 + head_size 256 workaround on Blackwell (#36987)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
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2026-03-16 09:04:29 +00:00 |
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