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837e87e1c5
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[Feature][LoRA][MoE] Expert LoRA for FlashInfer TRTLLM MXFP4 experts (#61979)
Signed-off-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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2026-10-17 20:17:56 +08:00 |
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4c36d21280
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[Bugfix][LoRA] Apply PEFT rank_pattern / alpha_pattern scaling per module (#59801)
Signed-off-by: suraj <surajsharan85@gmail.com>
Co-authored-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-12 21:49:30 +08:00 |
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linitra24
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364bc81a9e
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[Bugfix][LoRA] Fix GPT-OSS gate/up interleaving with mixed MoE LoRA formats (#60812)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-10 12:52:51 +08:00 |
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Suraj Sharanandlinitra24
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1ee69dde9c
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[Bugfix][LoRA] Reject PEFT adapter features vLLM does not implement (#60225)
Signed-off-by: suraj <surajsharan85@gmail.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-09 16:39:58 +04:00 |
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201e537d98
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[Bugfix][LoRA] Validate incompatible MoE adapter formats (#59924)
Signed-off-by: Brian Weston <brianweston@gmail.com>
Co-authored-by: Codex <noreply@openai.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-09 09:49:13 +08:00 |
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Jee Jee Li
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f9c9e8ac24
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[LoRA] Remove tensorizer (#60024)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-10-05 07:01:56 -07:00 |
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8c60714da5
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[Bugfix][LoRA] Fall back for high-rank MoE LoRA (#55161)
Signed-off-by: Raina Zhong <yuweiz@nvidia.com>
Co-authored-by: Raina Zhong <yuweiz@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-10-02 13:59:28 +03:00 |
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Wentao Yeandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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834ad456d3
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[Refactor] Remove dead tests code (#58916)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-30 04:39:03 +00:00 |
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linitra24andJee Jee Li
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953f90d25f
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[LoRA] Support variable num_labels for sequence classification (#57766)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-28 14:58:35 +00:00 |
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Andreas Karatzas
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77fbd9e225
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[Test][ROCm] Stabilize the mixed OLMoE LoRA test (#58945)
Signed-off-by: Andreas Karatzas <andreas.karatzas@protonmail.com>
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2026-09-28 11:47:41 +08:00 |
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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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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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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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linitra24andJee Jee Li
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c81eb3e69c
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[LoRA] Support modules_to_save for sequence classification (#53555)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-09-16 07:15:42 -07:00 |
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03dc26e639
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[Perf][Kernel][Quantization] Fuse ReLU2 with static FP8 activation quantization (#53793)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: ElizaWszola <ewszola@redhat.com>
Signed-off-by: snordmann <snordmann@nvidia.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: ElizaWszola <ewszola@redhat.com>
Co-authored-by: OpenAI Codex <noreply@openai.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-09-14 10:26:15 -07:00 |
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Kushal
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b5d4186300
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[Bugfix][LoRA] Use stored rsLoRA scaling factor in MoE expert packing (#55548)
Signed-off-by: Kushal <72650064+kushaldabbe@users.noreply.github.com>
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2026-09-11 03:52:33 +00:00 |
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Roderick Wuandmgoin
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2c9d68f80b
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[Quant][Kernel] Remove GPTQ Group/Dynamic Activation Ordering (#54809)
Signed-off-by: Roderick-Wu <roderickwu2003@gmail.com>
Signed-off-by: Roderick Wu <roderickwu2003@gmail.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2026-09-08 12:45:12 -07:00 |
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Jensen ChenandClaude Opus 5
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39eba6ac36
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[Misc] Use VLLMValidationError in offline inference input validation (#53432)
Signed-off-by: Jensen Chen <a1043904820@gmail.com>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>
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2026-08-23 08:43:51 -07:00 |
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linitra24andJee Jee Li
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9b5f3454f2
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[LoRA] Avoid false target matches for unsupported module types (#52313)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-19 16:48:11 +00:00 |
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wang.yuqi
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eac636a7fa
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[Frontend] Move api_server.py out openai folder (#52131)
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-08-19 09:43:46 +00:00 |
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stefankoncarevic
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83ded8d839
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[Test][LoRA] Speed up the LoRA test job (#52331)
Signed-off-by: Stefan Koncarevic <stefan.koncarevic@amd.com>
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2026-08-14 12:08:41 -05:00 |
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95c9144424
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[LoRA][Gemma4] Support vision tower LoRA (#42662)
Signed-off-by: bk-201 <joy25810@foxmail.com>
Signed-off-by: linitra24 <Joy25810@foxmail.com>
Signed-off-by: linitra24 <joy25810@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: linitra24 <joy25810@gmail.com>
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2026-08-13 22:07:43 +08:00 |
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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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b50fdebce0
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[Bugfix] Fix level-2 sleep/wake/reload with enable_lora=True (#39935)
Signed-off-by: Silen Naihin <silen.naihin@gmail.com>
Co-authored-by: Dakai An <dakaian108@gmail.com>
Co-authored-by: Jiangyun Zhu <riverclouds.zhu@qq.com>
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2026-08-06 09:13:10 +08:00 |
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bnellnmandHarry Mellor
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6e311c6e20
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[MoE Refactor] Rename FusedMoE to FusedMoEFactory (#44941)
Signed-off-by: Bill Nell <bnell@redhat.com>
Signed-off-by: bnellnm <49004751+bnellnm@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-31 11:28:18 +01:00 |
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Andreas Karatzas
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0bb548b60e
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[CI][ROCm] Stabilize Qwen2-VL LoRA test (#50161)
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-29 04:27:45 +00:00 |
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Harry MellorandAndreas Karatzas
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ca0defa343
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Make bare hugging_face imports forbidden (#49726)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-25 04:18:39 -07:00 |
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0ba2aa35a8
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Stabilize GPU memory teardown between ROCm CI tests (#49242)
Signed-off-by: aarushjain29 <Aarushi.Jain2@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: OpenAI Codex <codex@openai.com>
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2026-07-25 04:21:36 +00:00 |
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Chaojun Zhangandmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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0231dd5467
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[BugFix][LoRA] Skip marlin-backend gpt-oss LoRA tests on XPU (#49385)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-24 09:16:00 +08:00 |
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Nicolò Lucchesi
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7a98c7a392
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[Misc] Remove old now unsupported max_num_partial_prefills and max_long_partial_prefills (#49244)
Signed-off-by: NickLucche <nicolo.lucchesi@mistral.ai>
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2026-07-21 08:52:52 +00:00 |
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ErenAta16
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59b964f37d
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fix(lora): validate LoRA rank is positive in PEFTHelper (#48437)
Signed-off-by: ErenAta16 <erena6466@gmail.com>
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2026-07-16 05:22:52 +00:00 |
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qli88
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7746961277
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[CI] Fix flaky lora test (#47375)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
Signed-off-by: qli88 <qiang.li2@amd.com>
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2026-07-16 02:23:03 +00:00 |
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Karthik KothuriandClaude
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4f7fffb92f
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[Core][LoRA] Support fp32 lm_head (head_dtype) on the LoRA path (#48525)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
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2026-07-15 09:51:09 +08:00 |
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6e073440b1
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[ROCm][CI] Remove mxfp4 test skips after amd-quark 0.12 release (#47330)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
Signed-off-by: Andreas Karatzas <akaratza@amd.com>
Signed-off-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: Andreas Karatzas <Andreas.Karatzas@amd.com>
Co-authored-by: fxmarty-amd <felmarty@amd.com>
Co-authored-by: Andreas Karatzas <akaratza@amd.com>
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2026-07-15 01:25:05 +00:00 |
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Alejandro Paredes La Torre
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9a48eef89a
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[Bugfix][LoRA] Support ark_linear base layer in _get_lora_device (#47690)
Signed-off-by: AlejandroParedesLT <alejandroparedeslatorre@gmail.com>
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2026-07-12 00:13:50 +00:00 |
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392d1b4d2e
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[BugFix][LoRA] Refresh punica metadata when LoRA slots are reassigned under an unchanged mapping (#47725)
Signed-off-by: AmeenP <ameenp360@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
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2026-07-07 08:53:55 -07:00 |
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Chaojun Zhang
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6569df6a3e
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[Test][LoRA] Use lightweight CPU reference and skip heavy cleanup in punica ops tests (#47534)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-07-06 11:29:59 +08:00 |
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Harry Mellor
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f1445f6dbd
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[CI] Bump huggingface-hub from v1.10.2 to v1.22.0 (#47551)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-04 07:45:45 -07:00 |
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Jee Jee Li
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8f82be5705
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[CI/Build] Fix LoRA testing (#47242)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-07-01 15:36:13 +08:00 |
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Micah Williamson
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c3b1f9e827
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[ROCm][CI] Enable LoRA TP Distributed Test Group In AMD CI (#47193)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-06-30 23:24:32 -07:00 |
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Matt
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9036c89ee4
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[Hardware][AMD][CI] Patch Whisper multi LoRA test to use TRITON_ATTN for now (#46928)
Signed-off-by: Matthew Wong <Matthew.Wong2@amd.com>
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2026-06-27 17:30:49 -05:00 |
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Jee Jee Li
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9f6f296428
|
[CI/Build] Remove BaiChuanForCausalLM from the LoRA test (#46494)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-06-23 22:09:48 +08:00 |
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Martin Hickey
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ccd49f6821
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[MyPy] Fix mypy for vllm/lora (#41722)
Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
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2026-06-22 10:57:09 -04:00 |
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9ea3a4015b
|
[Bugfix] Fix corrupt outputs in MoE FP8 LoRA responses and MoE base model responses when LoRAs are loaded (#42120)
Signed-off-by: Nicholas Edelman <nedelman@nvidia.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <jeejeelee@inferact.ai>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-06-18 18:26:09 -07:00 |
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qli88
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25faa1f4cc
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[CI]Enable mxfp4 lora test for ROCm platform (#43802)
Signed-off-by: Qiang Li <qiang.li2@amd.com>
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2026-06-18 16:59:09 +00:00 |
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eacff17c8d
|
[Model Runner V2][Bugfix] Fix MRV2 LoRA warmup (#35536)
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
Co-authored-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Woosuk Kwon <woosuk@inferact.ai>
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2026-06-15 13:17:23 -07:00 |
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Harry Mellor
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03878d1c22
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Deprecations for v0.23 and v0.24 (#44992)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-11 14:35:38 +00:00 |
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bnellnm
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dc68bd8c41
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[MoE Refactor] FusedMoE/MoERunner inversion refactor (#41184)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-06-08 10:42:58 -04:00 |
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0bdfd5eb84
|
[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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