 Rahul ChalamalaandJanelle Cai
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03a8d0b1ed
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[Model][Spec Decode] Tap the pre-norm AttnRes mixture as the Kimi K3 DFlash aux state (#50487)
Signed-off-by: Rahul Chalamala <22563365+rchalamala@users.noreply.github.com>
Co-authored-by: Janelle Cai <janelle.cai@modal.com>
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2026-08-14 09:03:42 -07:00 |
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Jee Jee Li
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69e0e58da1
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[Doc] Update model support information (#52289)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-14 09:47:30 +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
|
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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Nick Iusiumbeli
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83d4c6196a
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[Bugfix] Declare SupportsEagle3 on KimiLinearForCausalLM (#52171)
Signed-off-by: Nick Iusiumbeli <nickuspro@gmail.com>
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2026-08-13 16:22:50 +00:00 |
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Thien Tran
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6014f9e672
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[Kimi-K3] Add GEMM-RS for sequence parallelism (#52079)
Signed-off-by: Thien Tran <gau.nernst@yahoo.com.sg>
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2026-08-13 09:02:28 -07:00 |
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Juan Pérez de Algaba
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37c3bdf5a7
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fix(security): enforce audio decode duration limit in NanoNemotronVL (#50221)
Signed-off-by: jperezde <jperezde@redhat.com>
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2026-08-13 03:31:55 -07:00 |
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Thomas Ortner
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b8baa31a28
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Hardware-agnostic model definition via HF transformer backend (1/N) (#49458)
Signed-off-by: Thomas Ortner <boh@zurich.ibm.com>
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2026-08-13 11:21:50 +01:00 |
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903d2efe7e
|
[Attention][MLA] Fuse Kimi-K3 chunked-context K/V packing (#51772)
Signed-off-by: Yongye Zhu <zyy1102000@gmail.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-12 22:42:57 -07:00 |
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Kevin H. LuuandOpenAI Codex
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8eb35c5217
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[CI] Mirror external test assets in vLLM S3 (#52064)
Signed-off-by: khluu <khluu000@gmail.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
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2026-08-13 02:08:59 +00:00 |
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9035151d6c
|
[Model] Add native Dots3 NOTE multimodal support (#51255)
Signed-off-by: KurodaKanbei <mistergalahad@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: OpenAI Codex <codex@openai.com>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-12 23:13:20 +08:00 |
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aoshen02
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4eef91c03c
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[Model] Support R3 capture with DeepGEMM MegaMoE (#51831)
Signed-off-by: aoshen02 <aoshen@inferact.ai>
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2026-08-12 01:07:07 -07:00 |
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7f9173dfa2
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[ROCm][Perf] Kimi-K3 Fused kernel for KDA decode (#50654)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: TJian <tunjian.tan@embeddedllm.com>
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2026-08-11 20:39:34 -07:00 |
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Andreas KaratzasandOpenAI Codex
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1ab2801dde
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[ROCm] Remove stale SDPA and skinny GEMM workarounds (#50907)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-08-11 14:19:16 -04:00 |
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Harry Mellor
|
9cc347ae42
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Enable MiniCPMV for vLLM in CI (#45042)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-11 16:30:39 +00:00 |
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Harry Mellor
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c65aa2ee6c
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Bump Transformers version to 5.15.0 (#51668)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-11 09:00:51 -07:00 |
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6c95a641e9
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[2/N][Feat][Perf] Add new warmup infrastructure for JITs. Add predicate filtering for JIT warmup, and migrate Inkling FA4 (#49315)
Signed-off-by: LopezCastroRoberto <rocastro@redhat.com>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
Co-authored-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-11 07:46:07 -04:00 |
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Khushali Desaiandwang.yuqi
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dc5101fb1b
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replace batch_norm to numerically identical without cudnn (#51734)
Signed-off-by: khushali9 <khushali.desai9@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-08-11 12:43:20 +08:00 |
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Almog Tavor
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c3cac8c63d
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[Bugfix][MiMo] Apply vision attention sinks in the window attention path (#49815)
Signed-off-by: almogtavor <almogtavor@gmail.com>
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2026-08-10 22:36:42 +00:00 |
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Lyu, Xudong
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0e2d78028c
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[Bugfix][Kimi-K3] Give the AMD packed KDA decode kernel the state-index stride (#51682)
Signed-off-by: Lyu, Xudong <xudong.lyu@amd.com>
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2026-08-11 00:05:20 +08:00 |
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Harry Mellor
|
cf8f3a3bb2
|
[2/N] Harden Transformers modelling backend multi-modal path (#51657)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-10 12:57:12 +00:00 |
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efschu
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900d09f91a
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[Bugfix][Model] Fix Qwen3.5 MTP for text-only checkpoints (#50734)
Signed-off-by: efschu <51944948+efschu@users.noreply.github.com>
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2026-08-10 11:04:53 +00:00 |
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Harry Mellor
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70b84f0bcb
|
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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Isotr0py
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073c510c91
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[Migration] Migrate bitsandbytes support to OOT plugin (#43529)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Isotr0py <Isotr0py@outlook.com>
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2026-08-09 10:27:31 +08:00 |
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Andreas Karatzas
|
6e18901195
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[Bugfix][MM] Avoid device sync in FusedInputNorm initialization (#51435)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-08-08 13:32:23 +08:00 |
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Gyula ChinoradszkiandCursor Agent
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d21fed9522
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[Bugfix][models_multimodal] Remote HF python code misses importing class (#51427)
Signed-off-by: Gyula Chinoradszki <gchinora@amd.com>
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
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2026-08-08 12:09:26 +08:00 |
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music-dino
|
a828536fb5
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[Bugfix][multi_modal] Fix pos_ids being unitialized for minicpmv2.6 in hf runner (#51432)
Signed-off-by: Dino Music <Dino.Music@amd.com>
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2026-08-08 12:09:12 +08:00 |
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Andreas Karatzas
|
12da9b23ae
|
[CI] Guard remote-code Transformers compatibility (#51451)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
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2026-08-08 12:05:49 +08:00 |
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Woosuk Kwon
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e644c8cd8c
|
[Perf] Optimize DeepSeek V3.2 sequence parallelism (#51434)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-08-07 16:51:01 -07:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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56a4b63d44
|
[K3 Perf] Optimize k3 dspark fused kv, 4.5~4.6x kernel performance improvement (#50585)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-07 12:16:11 -07:00 |
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Harry Mellor
|
45273b8dcb
|
[1/N] Harden Transformers modelling backend multi-modal path (#51408)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-07 17:30:43 +00:00 |
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kliuae
|
43d691ec6b
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[ROCm][Perf] Kimi-K3 Shard Latent MoE up-projection for ROCm path (#51253)
Signed-off-by: kliuae <kuanfu.liu@embeddedllm.com>
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2026-08-07 06:11:18 +00:00 |
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Taneem Ibrahim
|
9464529612
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[ModelRunner v2] Enable decoder token-wise pooling (#50931)
Signed-off-by: Taneem Ibrahim <taneem.ibrahim@gmail.com>
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2026-08-06 22:21:52 +00:00 |
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Harry Mellor
|
e7b8d59460
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Fully generalise input embedding handling in Transformers modelling backend (#51247)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-06 16:21:24 +00:00 |
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Lyu Han
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22013f74ff
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Interns2mobius support (#51149)
Signed-off-by: Lyu Han <lvhan_028@163.com>
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2026-08-06 10:39:35 +00:00 |
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wang.yuqiandCyrus Leung
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2fa490470d
|
[Model] Fused mm preprocess normalisation on the Device (#50411)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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2026-08-06 03:11:14 -07:00 |
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zofiaandopencode
|
febea17f6a
|
[Model] Fix weight prefix mapping for native Qwen3.5 text-only checkp… (#50355)
Signed-off-by: Zhu, Zufang <zufang.zhu@intel.com>
Co-authored-by: opencode <opencode@anomaly.co>
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2026-08-06 07:40:44 +00:00 |
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Qiuyang Yue
|
777b01d1a8
|
[MM][CG] Support ViT full CUDA graph for Ernie-4.5-VL image inference (#45254)
Signed-off-by: Qiuyang Yue <yueqiuyang1389@gmail.com>
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2026-08-06 05:04:19 +00:00 |
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Li JuqiandCyrus Leung
|
821717118f
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[BugFix][Pooling] Skip weight-prefix probe when model has WeightsMapper (#50890)
Signed-off-by: Juqi Li <2223621784@qq.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-08-05 21:12:33 -07:00 |
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Yunzhu LuandCyrus Leung
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f84df12c6a
|
[Bugfix][MM] Fix MiniCPM-V placeholder replacement and image processor loading on Transformers v5 (#48413)
Signed-off-by: YunzhuLu <lucia.yunzhu@gmail.com>
Signed-off-by: Yunzhu Lu <lucia.yunzhu@gmail.com>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
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2026-08-05 21:12:00 -07:00 |
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zexplorerhj
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d4da0c55af
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[Model][Frontend] Add Ling 3.0 Flash BF16, MTP, and parser support (#51045)
Signed-off-by: zexplorerhj <zhjoneson@163.com>
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2026-08-06 00:38:28 +08:00 |
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music-dino
|
a9b39d6dcb
|
[Bugfix] Enable chunked prefill for qwen3.5-0.8B ppl test (#51153)
Signed-off-by: Dino Music <Dino.Music@amd.com>
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2026-08-05 13:21:43 +00:00 |
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TrainToGPBandClaude
|
eb3dce9757
|
[Bugfix][Model] Gemma3n/Gemma4: pad variable-length audio batches (#50958)
Signed-off-by: TrainToGPB <kaiba0514@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-08-05 12:46:00 +08:00 |
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Michael Goin
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9cd9f8c20b
|
Prune redundant tests points in correctness_e2e/[test_sequence_parallel,test_async_tp] (#51068)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2026-08-04 19:18:50 -07:00 |
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Wentao Ye
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d31de3c421
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[Kimi K3 Perf] option to shard the shared expert for non mega case, 16.98 GiB memory/GPU saved (#50912)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-04 14:00:44 -04:00 |
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7ac2ec7582
|
[Kimi-K3][AMD] Fuse AttnRes state updates and norms (#50593)
Signed-off-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: Liuyinfeng01 <199041580+LiuYinfeng01@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-08-04 12:32:13 -04:00 |
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166f4e2dc3
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fix: fuse weightless RMSNorms at their declared width (#50867)
Signed-off-by: Anuj Bolewar <anujbolewar@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Anuj Bolewar <anujbolewar@gmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-04 16:03:09 +00:00 |
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Jiangyun Zhuandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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f9c74b4b9c
|
[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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Harry Mellor
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59b2fdfc4e
|
Support MLA properly in the Transformers modeling backend (#48250)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-04 13:24:11 +01:00 |
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Lazurite
|
6a9fdf0dc7
|
[Bugfix] Resolve seq-cls num_labels from the top-level config for multimodal checkpoints (#50950)
Signed-off-by: Lazurite <43494437+Rapisurazurite@users.noreply.github.com>
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2026-08-04 11:39:39 +00:00 |
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