Commit Graph
1522 Commits
Author SHA1 Message Date
Fanli LinandKunshang Ji 82936c409d [Tests][XPU] Limit Qwen2-VL generation length to avoid flaky numerical divergence (#54172)
Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
2026-08-31 22:59:57 +08:00
Andreas Karatzas 399247cc88 [Bugfix][MM] Fix MiniCPM-o image processor reuse on Transformers v5 (#54501)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
2026-08-31 17:07:52 +08:00
Prudhvi Vuda 7292ee2791 [Bugfix][Multimodal] Honor modality-scoped mm_processor_kwargs (#53808)
Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com>
2026-08-31 06:37:12 +00:00
+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>
2026-08-31 05:57:56 +00:00
Jee Jee Li 648b7468b8 [CI/Build] Fix Kimi K3 Eagle3 test fixture (#54482)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
2026-08-31 03:29:45 +00:00
Isotr0py 555ea65e8c [Frontend] Add video embeds input support (#54242)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-08-31 03:20:47 +00:00
Devon KrismanandClaude Fable 5 4f78a8fdd0 [Model] Honor cap_pixels_per_frame in Qwen3-VL memory profiling (#54380)
Signed-off-by: Devon Krisman <git@krisman.dev>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-30 08:07:29 +00:00
Isotr0py 4fc943b867 [Multimodal] Deprecate PyAV video decoder backend (#54231)
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
2026-08-29 15:13:28 +00:00
Oxana KorzhandClaude Opus 5 fb68025138 [Bugfix][MRV2] Release model and KV cache on in-process engine shutdown (#54162)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-28 22:09:08 -07:00
b2f685834a [Hy4] support Hy4-preview model (#54160)
Signed-off-by: chengvjiang <chengvjiang@tencent.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Bugen Zhao <i@bugenzhao.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: chengvjiang <chengvjiang@tencent.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Bugen Zhao <i@bugenzhao.com>
Co-authored-by: russellfeng <russellfeng@tencent.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
2026-08-29 12:07:28 +08:00
c274d36103 [Bugfix] Keep the Moondream3 MoE all-reduce out of the fused-path try (#54152)
Signed-off-by: Oxana Korzh <okorzh@amd.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Douglas Lehr <91553416+dllehr-amd@users.noreply.github.com>
2026-08-28 15:06:42 -07:00
Yongye ZhuandOpenAI Codex d9dabfa351 [Kimi-K3][Kernel] Optimize the low-M fused latent MoE tail (#54168)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-28 10:45:36 -07:00
Chipmunk ffe690eca9 [MM][CG] Support ViT full CUDA graph for Idefics3 and SmolVLM (#47625)
Signed-off-by: Ryouichi Kurihara <ryouichi.kurihara.628@gmail.com>
2026-08-28 17:16:31 +00:00
Canlin Guo aa640684cc [Kimi K3][Kernel] Support DS conv-state layout in fused KDA decode kernel (#53396)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
2026-08-26 23:54:50 -07:00
Fangzhou Ai 657f9b9ce2 [ROCm][DSV4][Perf] Fuse DeepSeek V4 C4 compressor GEMMs (#53838)
Signed-off-by: fai <fangzhouai@gmail.com>
2026-08-26 23:36:14 +08:00
Oliver HolworthyandOpenAI Codex 28b484e5d7 [Model] Pixtral: use packed multimodal encoder attention (#52185)
Signed-off-by: Oliver Holworthy <1216955+oliverholworthy@users.noreply.github.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-26 14:14:40 +00:00
adisivaprasadandadisivaprasad 73bd7c83c4 [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>
2026-08-26 09:10:54 +00:00
Hung Hoang (黄兴) a5f82882a6 [Bugfix][Model] Honor Molmo2 dummy video num_frames >= 2 override (#53830)
Signed-off-by: hungh <hungh@nvidia.com>
2026-08-26 06:47:02 +00:00
Wentao Ye 0e30bd62fe [CI Bug] Fix kimi test AssertionError: Aligned Mamba state indices must be precomputed (#53766)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-08-25 15:06:14 -04:00
Wentao Ye 41729fc53b [K3 Perf] Optimize k3 mamba metadata preparation, 6.6~7.6x kernel performance improvement (#52388)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
2026-08-25 11:00:28 -04:00
djramic d9fbe526c0 [ROCm][CI] Skip ModernBERT FP8 MTEB test when no FP8 ScaledMM kernel exists (#53589)
Signed-off-by: Djordje Ramic <djoramic@amd.com>
2026-08-25 08:07:09 +00:00
Jiatai WangandOpenAI Codex 06ecec7a84 [Bugfix][MM] Fix JinaVL processing cache order (#53553)
Signed-off-by: JiataiWang <wangjiatai@proton.me>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-25 00:03:05 -07:00
48d7132962 [Model] Migrate FlexOlmo, Olmo3 and Hunyuan V1/VL to the Transformers modeling backend (#53615)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Signed-off-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Xianbao QIAN <xianbao.qian@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
2026-08-24 22:39:05 -07:00
8fe9317f2e [Model][MoE] DeepSeek-V4: add opt-in FlashInfer moe_ep expert backend (#49636)
Signed-off-by: Md Saidul Hoque Anik <mhoqueanik@nvidia.com>
Signed-off-by: Anerudhan Gopal <agopal@nvidia.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Anerudhan Gopal <agopal@nvidia.com>
2026-08-25 03:35:01 +00:00
7ca336929c [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>
2026-08-24 17:06:00 -07:00
Prudhvi Vudaandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> 342b8ebd8b [Bugfix][Multimodal] Encode text in mixed CLIP/SigLIP pooling batches (#53165)
Signed-off-by: Prudhvivuda <prudhvi12042001@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-24 10:45:42 -07:00
Kevin H. LuuandCodex 4c56e62c85 [Bugfix][Kimi K3] Skip absent metadata during CUDA graph profiling (#53581)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Codex <codex@openai.com>
2026-08-24 15:16:28 +00:00
Taneem Ibrahim 79bb395eea [Pooling] Improve BGE-M3 sync pooling throughput by up to 3.13% (#53464)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
2026-08-24 08:33:32 -04:00
ThunGuoandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com> e8888b2d68 [Model] Add FP8 quantization support for ModernBERT (#53101)
Signed-off-by: thunguo <tew@apache.org>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2026-08-24 03:04:19 +00:00
Cyrus LeungandQwen Code ebcd606467 [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>
2026-08-23 14:50:32 +08:00
anmolgupt a3561ef8e4 [Bugfix][Model] Mistral3: fix image placeholder grid for processor size overrides (#52874)
Signed-off-by: Anmol Gupta <14880251+anmolgupt@users.noreply.github.com>
2026-08-22 21:34:38 -07:00
Zhou248 2f55ef254c [Model] Add Qwen3-Omni DSpark support (#52560)
Signed-off-by: Zhou248 <630563665@qq.com>
2026-08-22 15:35:22 -07:00
9eb9d9d395 [Perf] Support internal prefill checkpoints for Mamba prefix caching, 9%~25% TTFT improvement (#52789)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Ziming Huang <zelda.huanghuang@gmail.com>
Signed-off-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
Co-authored-by: Ziming Huang <zelda.huanghuang@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-22 10:32:40 -07:00
Cyrus Leung 0b19ebcacd [MM] Simplify _apply_hf_processor_main (#53275)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-08-22 01:49:37 -07:00
Yongye ZhuandOpenAI Codex e9d1398d9e [Bugfix][Kimi K3] Enable deferred MoE finalization before weight loading (#53327)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-22 11:23:32 +08:00
Lucas Wilkinson 8bdc70ec7b [6/N][KV-Cache Layout Refactor] Standardize KV cache layout (#51718)
Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
2026-08-21 17:47:49 -07:00
Kevin H. LuuandAndreas Karatzas 592e06f2ae Revert "[ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill" (#53294)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
2026-08-21 13:34:13 -07:00
7a2fdbaac4 [K3 Perf] Fuse MXFP4 top-k finalization into latent-tail, ~5% E2E latency reduction (#53152)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
2026-08-21 13:29:59 -04:00
463aa5e30f [ROCm][Perf] Kimi-K3 Fused kernels for KDA prefill (#52606)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Signed-off-by: tjtanaa <tunjian.tan@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
2026-08-21 09:07:13 -07:00
Zihan Zhang b389ac2946 [Spec Decode] DFlash2: local convolution + candidate selector (#52816) 2026-08-20 22:27:22 -07:00
Cyrus Leung b00f475f09 [MM] Remove text components from ProcessorInputs (#53093)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-08-20 20:42:53 -07:00
Kevin H. Luu d29f7f5c92 [Bugfix] Load untied Gemma LM head weights (#53170)
Signed-off-by: Kevin Luu <51931015+khluu@users.noreply.github.com>
2026-08-21 00:47:08 +00:00
Canlin Guo 4f6885fffc [DSV4][Kernel] Fuse shared experts into MegaMoE (#53040)
Signed-off-by: Canlin Guo <canlinguosdu@gmail.com>
2026-08-20 12:07:02 -07:00
Harry Mellor 1fe3a1571a Reduce AutoWeightsLoader kwargs (#53106)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-20 15:40:11 +00:00
Harry Mellor 2dd17225c6 Fix Transformers modelling backend RMSNormFuser.fuse performance (#52766)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-20 15:21:23 +00:00
Harry Mellor f0c14b4f77 Fix weight tying (#51665)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-20 10:31:55 +00:00
Harry Mellor 6e85feb1b7 [3/N] Harden Transformers modelling backend multi-modal path (#51827)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2026-08-20 10:24:41 +00:00
Andreas Karatzas 4f66bc3e0d [CI][ROCm] Standardize AMD test job labels by device (#52976)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
2026-08-19 22:33:25 -05:00
EgorandClaude e9e1630e93 [Model] Support bidirectional (encoder-only) attention for DeepSeek e… (#52948)
Signed-off-by: Egor <erop001@gmail.com>
Signed-off-by: Egor <47443236+Lossfull@users.noreply.github.com>
Co-authored-by: Claude <noreply@anthropic.com>
2026-08-19 16:36:27 +00:00
Nave Assaf 58de6cbdc2 Add NemotronH_Omni_Reasoning_V3 as a supported Nemotron architecture (#52929)
Signed-off-by: Nave Assaf <nassaf@nvidia.com>
2026-08-19 12:34:50 +00:00