 MatthewCYM
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f7a3a7265f
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[Bugfix][Multimodal] Fix Qwen3-ASR audio preprocessing parity (#57146)
Signed-off-by: MatthewCYM <chenyiming0v0@gmail.com>
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2026-10-12 10:42:51 +00:00 |
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Harry MellorandClaude Opus 5.5
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2c99ee9333
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[Chore] Remove vendored code made redundant by Transformers 5.16.1 (#60623)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-09 09:29:03 +00:00 |
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cjackal
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0e468adb43
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[Model] Extend device-side mm normalization to Kimi K2.5 / K3 (#59278)
Signed-off-by: cjackal <44624812+cjackal@users.noreply.github.com>
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2026-10-05 21:28:13 +08:00 |
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Juan Pérez de Algaba
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710ac56e69
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[Security] Restrict Pillow image formats on untrusted media paths (#60022)
Signed-off-by: Juan Pérez de Algaba <jperezde@redhat.com>
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2026-10-05 10:40:15 +00:00 |
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Harry MellorandClaude Opus 5.5
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5d20979fc9
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[Misc] Remove code paths for Transformers < 5.16.1 (#59762)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-02 11:17:24 +00:00 |
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Isotr0py
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b558f160a2
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[Bugfix] Fix minimax-m3 multimodal processor compatability with Transformers v5.18 (#59613)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-10-02 07:29:49 +00:00 |
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Harry MellorandClaude Opus 5
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e3cae8d2ac
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[Model] Use upstream GLM-5.3 and Qwen4-Exp configs and processor (#57387)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-10-02 02:25:18 +00:00 |
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Jakub ZakrzewskiandOpenAI Codex
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70dc122f81
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[MM] Enable device normalization for Llama Nemotron VL Embed/Rerank (#57928)
Signed-off-by: Jakub Zakrzewski <jzakrzewski@nvidia.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-09-29 08:33:52 +00:00 |
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Miłosz Grunwald
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bd4cb3fe4e
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[BUGFIX] fix ovis2_5 multimodal tokens (#52623)
Signed-off-by: Milosz Grunwald <milosz.grunwald@intel.com>
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2026-09-25 07:18:54 +08:00 |
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Harry MellorandClaude Opus 5.5
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d636456b1f
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[Frontend] Remove the slow tokenizer mode (#58545)
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 08:48:28 -07:00 |
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Harry MellorandClaude Opus 5.5
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d881812500
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[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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Zijing Liu
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f5a78f2ad7
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[Multimodal] Reuse the supplied tokenizer in the MiniMax-M3 VL processor (#58460)
Signed-off-by: Zijing Liu <liuzijing2014@gmail.com>
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2026-09-24 10:47:50 +00:00 |
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陈志谦andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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97b1b12117
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[Docs] Fix docstring typos (output_dytpe, kwrags, Abbrivations) (#55936)
Signed-off-by: simpleqt <89645338+simpleqt@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-23 16:36:57 -04:00 |
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Wentao Ye
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fae5cbfc8b
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[Refactor] Remove dead code multiple places (#58002)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-09-22 16:36:03 -04:00 |
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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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Harry MellorandClaude Opus 5
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651a88c09a
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[CI] Ignore ruff D209, rejoin the docstrings it split, and silence incompatible-rule warnings (#57212)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-09-16 10:57:24 -07:00 |
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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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Jiangyun Zhu
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98ed0856f3
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[Model] add GLM-5.3-Flash support (#53906)
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2026-09-03 09:40:35 -07:00 |
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adisivaprasadandadisivaprasad
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73bd7c83c4
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[Bugfix][Processor] Replace bare asserts with ValueError in DeepseekVLV2/OCR processors (#53854)
Signed-off-by: adisivaprasad <adisivaprasad@users.noreply.github.com>
Co-authored-by: adisivaprasad <adisivaprasad@users.noreply.github.com>
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2026-08-26 09:10:54 +00:00 |
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7ca336929c
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[Model] Remove ten deprecated model architectures (#53608)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
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2026-08-24 17:06:00 -07:00 |
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Cyrus LeungandQwen Code
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ebcd606467
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[MM] Simplify prompt updates: replace PromptSeq with list[int] (#53372)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Qwen Code <noreply@alibaba-inc.com>
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2026-08-23 14:50:32 +08:00 |
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wangxiyuan
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cba06764d7
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[Platform] Fill in the missing backend parameter for torch.compile (#51781)
Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
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2026-08-19 10:31:19 +00:00 |
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bastefaniak
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20405bfb15
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[Bugfix] Fix Cosmos3-Edge processor after transformers 5.15 release (#51989)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
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2026-08-14 10:46:46 +01:00 |
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6adad08767
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Add Muse Glimmer model support (#51655)
Signed-off-by: Tiezhen Wang <tiezhen@inferact.ai>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: zixi-qi <zixi@inferact.ai>
Co-authored-by: Beto de Paola <betodepaola@meta.com>
Co-authored-by: Giancarlo Delfin <gdelfin@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zixi-qi <zixi@inferact.ai>
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2026-08-14 12:28:56 +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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+12
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7c6729b769
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[Model] Add Kimi K3 support: model files and kernels [1/N] (#50089)
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: Yongye Zhu <zyy1102000@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>
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2026-07-29 14:10:58 +08:00 |
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nvbfalk
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60915c972c
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[Feature] Add VidCom2 video token pruning (#47750)
Signed-off-by: Benedikt Falk <bfalk@nvidia.com>
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2026-07-28 03:20:17 +00:00 |
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Wentao Ye
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b5bcb3ce88
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[Refactor] Remove dead code in multiple files (#49745)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-07-27 15:58:26 -04:00 |
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3e0c887511
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[Bugfix] Fix Ovis2_5 special tokens for transformers v5 (#47298)
Signed-off-by: mgrunwal <milosz.grunwald@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-21 08:09:20 +00:00 |
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6570c9800c
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[Model] Add Inkling model support [1/N] (#48799)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Giancarlo Delfin <32987265+TheEpicDolphin@users.noreply.github.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Isotr0py <mozf@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Yifan Qiao <yifanqiao@inferact.ai>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-15 23:40:07 -07:00 |
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adsridharandBartosz Stefaniak
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894ebb27f5
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Add Cosmos3 Edge Reasoner model (#48291)
Signed-off-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
Co-authored-by: Bartosz Stefaniak <bstefaniak@nvidia.com>
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2026-07-14 08:14:50 +00:00 |
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54503ecec0
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fix(processor): route MiMo-V2-Omni media fetch through MediaConnector (#43117)
Signed-off-by: Ievgen Bondarenko <ibondarenko@student.sierracollege.edu>
Signed-off-by: Ievgen (Jack) Bondarenko <ibondarenko@student.sierracollege.edu>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-11 15:52:52 +00:00 |
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Harry Mellor
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4a6440acef
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Bump Transformers version to 5.13.0 (#47867)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-11 00:56:14 -07:00 |
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manayangandmanayang
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51e5372f3d
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[Model][HunyuanVL] Use native transformers processor and adapt to transformers 5.13 (#47872)
Co-authored-by: manayang <manayang@tencent.com>
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2026-07-08 07:58:23 +00:00 |
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Harry Mellor
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dd94484577
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Bump Transformers version to 5.10.4 (#41359)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-07 05:13:28 -07:00 |
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5ad11172b7
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[perf]Add fused Kimi image preprocessing (#47416)
Signed-off-by: Kevin-XiongC <kevin_xiong1997@outlook.com>
Signed-off-by: Kevin_Xiong <kevin_xiong1997@outlook.com>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Co-authored-by: Codex <codex@openai.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Isotr0py <Isotr0py@outlook.com>
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2026-07-06 08:46:32 -07:00 |
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Juan Pérez de Algaba
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364ee36af1
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fix(security): prevent image decompression bomb OOM denial of service (#47010)
Signed-off-by: jperezde <jperezde@redhat.com>
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2026-06-30 09:39:22 +00:00 |
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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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0a1c5034f5
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[Model] Add MiniMax M3 support (#45381)
Signed-off-by: youkaichao <youkaichao@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Thien Tran <gau.nernst@yahoo.com.sg>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: functionstackx <47992694+functionstackx@users.noreply.github.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-16 01:01:25 +08:00 |
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王金旭andCursor
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aa1df36c53
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Fix/minicpmv46 missing version (#44980)
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-11 09:20:45 +00:00 |
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Julien Denize
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1c3a72b8b2
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[Bugfix] Add fetch_images to MistralCommonImageProcessor (#45180)
Signed-off-by: juliendenize <julien.denize@mistral.ai>
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2026-06-11 16:13:01 +08:00 |
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Harry Mellor
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18d87a87dc
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Deprecate Transformers v4 support (#45161)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-11 11:04:01 +08:00 |
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Harry Mellor
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3cc9fecd58
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Deprecated 1st generation Qwen and QwenVL models (#45131)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-10 14:55:33 +00:00 |
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c9b4b184b4
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[Bugfix][Voxtral] Add fetch_audio to MistralCommonFeatureExtractor (transformers>=5.10 compat) (#44559)
Signed-off-by: Yadan Wei <weiyadan@amazon.com>
Co-authored-by: Yadan Wei <weiyadan@amazon.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-06-06 07:58:09 +00:00 |
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Yan Ma
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7f003a1285
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Support MiniCPMV batched preprocessing (#44609)
Signed-off-by: Yan Ma <yan.ma@intel.com>
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2026-06-05 15:05:31 +00:00 |
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Andy Lo
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95b1615ec9
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[Perf] Improve multimodal item handling from O(n) to O(log n) per step (#44212)
Signed-off-by: Andy Lo <andy@mistral.ai>
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2026-06-03 11:00:26 +00:00 |
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0bdfd5eb84
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[Bugfix] Vendor MiniCPMV/MiniCPMO processors to unblock Transformers v5 (#44282)
Signed-off-by: guanwei-wu <b08901019@ntu.edu.tw>
Signed-off-by: wjinxu <1299461899@qq.com>
Co-authored-by: guanwei-wu <b08901019@ntu.edu.tw>
Co-authored-by: Cursor <cursoragent@cursor.com>
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2026-06-02 07:14:38 -07:00 |
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Wang Yiwen
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1c6158083a
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[Model] Openvla support (#42654)
Signed-off-by: Wang Yiwen <121547057+yiwen101@users.noreply.github.com>
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2026-05-19 08:17:42 -07:00 |
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Dong W
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7198940b39
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[Model] Add Moondream3 model support(only query and caption skills) (#32325)
Signed-off-by: Dong Wang <dongw2019@gmail.com>
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2026-05-01 10:06:48 +08:00 |
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c245d35ff4
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[Model] Add MiMo-V2.5 support (#40967)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: zjy0516 <riverclouds.zhu@qq.com>
Co-authored-by: zjy0516 <zhujiangyun@inferact.ai>
Co-authored-by: yasong <yasong.wang@inferact.ai>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Copilot <copilot@github.com>
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2026-04-27 13:26:51 +00:00 |
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