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e2ad0ce5f5
|
[Bugfix][LoRA] Slice expert LoRA by the unpadded per-rank size under TP (#61235)
Signed-off-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: aoshen524 <aoshen524@gmail.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-13 14:25:16 +08:00 |
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4c36d21280
|
[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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Wentao Ye
|
3709632ff2
|
[Refactor] Remove dead code multiple places (#60120)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-10-10 15:41:10 +00:00 |
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Suraj Sharanandlinitra24
|
1ee69dde9c
|
[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
|
[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>
|
2026-10-09 09:49:13 +08:00 |
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ARAVINDHAN Tandlinitra24
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e58f8dde7f
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[Bugfix] Use FusedMoEWithLoRA for shared MoE LoRAs on 3D models (#60098)
Signed-off-by: ARAVINDHAN T <arvindhant01@gmail.com>
Co-authored-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-10-08 15:04:32 +08:00 |
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Jee Jee Li
|
f9c9e8ac24
|
[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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roikoren755andmergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
51eeb0c58f
|
[Bugfix] Load stacked expert weights for non-gated MoE (#59031)
Signed-off-by: Roi Koren <roik@nvidia.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
|
2026-10-05 15:26:55 +03:00 |
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Jee Jee Li
|
e3af5bf3ce
|
[LoRA] Code cleanup (#60017)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-10-05 09:15:53 +00:00 |
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1388100560
|
[Kernel][LoRA] Add deterministic split-K=8 LoRA shrink for batch invariance (#59377)
Signed-off-by: Shenglei Fu <117230642+ShengleiFu@users.noreply.github.com>
Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
|
2026-10-04 18:46:16 -04:00 |
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8c60714da5
|
[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>
|
2026-10-02 13:59:28 +03:00 |
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linitra24andJee Jee Li
|
953f90d25f
|
[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>
|
2026-09-28 14:58:35 +00:00 |
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Harry MellorandClaude Opus 5.5
|
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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Yan MaandKunshang Ji
|
e34489a543
|
[XPU] upgrade to PyTorch 2.14 (#56013)
Signed-off-by: Yan Ma <yan.ma@intel.com>
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Kunshang Ji <kunshang.ji@intel.com>
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2026-09-23 09:18:52 +00:00 |
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Harry MellorandClaude Opus 5
|
651a88c09a
|
[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>
|
2026-09-16 10:57:24 -07:00 |
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Harry MellorandClaude Opus 5
|
8c1557a79c
|
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
|
[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>
|
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>
|
2026-09-14 10:26:15 -07:00 |
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linitra24
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dd4c841070
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[LoRA] Add LoRA support for DeepSeek-V4 Flash Vision (#55897)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
|
2026-09-13 07:10:54 -07:00 |
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Kushal
|
b5d4186300
|
[Bugfix][LoRA] Use stored rsLoRA scaling factor in MoE expert packing (#55548)
Signed-off-by: Kushal <72650064+kushaldabbe@users.noreply.github.com>
|
2026-09-11 03:52:33 +00:00 |
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Guancheng Fu
|
a207d7ce1d
|
[Bugfix][LoRA] Log when an adapter applies no weights (#55310)
Signed-off-by: Guancheng Fu <110874468+gc-fu@users.noreply.github.com>
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2026-09-09 17:44:46 +00:00 |
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linitra24
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b105d8284f
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[LoRA] Clarify target module matching logic (#55865)
Signed-off-by: linitra24 <renshuang.zhou@daocloud.io>
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2026-09-08 07:30:15 -07:00 |
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Jee Jee Li
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199cb9b964
|
[Kernel] Remove unused fake implementation (#55535)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
|
2026-09-06 17:54:32 -07:00 |
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Jee Jee Li
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75aa189ba0
|
[LoRA] Cleanup VocabParallelEmbedding (#53843)
Signed-off-by: Jee Jee Li <jeejeelee@inferact.ai>
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2026-08-26 16:19:35 +08:00 |
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Giancarlo Delfin
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d154d90d6c
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[Model Runner V2] batch-sharded sample (#50465)
Signed-off-by: Giancarlo Delfin <gdelfin@inferact.ai>
|
2026-08-24 15:49:57 -07:00 |
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ℍ𝕠𝕝𝕝𝕠𝕨 𝕄𝕒𝕟andJee Jee Li
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702e1d7186
|
[LoRA] feat: Support LoRA for DeepSeek V4 (#53361)
Signed-off-by: Hollow Man <hollowman@opensuse.org>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
|
2026-08-24 03:57:57 +00:00 |
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Shuai ShaoandJee Jee Li
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a60c66e3dc
|
[Bugfix] Fix int32 index overflow in LoRA punica kernels at long context (#53034)
Signed-off-by: Shuai Shao <ss@rungalileo.io>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-21 10:37:06 +00:00 |
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linitra24
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e85d1b69cf
|
[Bugfix][LoRA] Use an explicit capability flag for tower connector LoRA (#53092)
Signed-off-by: linitra24 <Joy25810@foxmail.com>
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2026-08-21 09:45:54 +00:00 |
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Harry Mellor
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1fe3a1571a
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Reduce AutoWeightsLoader kwargs (#53106)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-08-20 15:40:11 +00:00 |
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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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EilamandJee Jee Li
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c2e7242ab7
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[Bugfix][LoRA] Guard None group members in expand_packed_lora (partial LoRA on Qwen3.5/3.6 GatedDeltaNet) (#47640)
Signed-off-by: Eilam C <eilamc14@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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2026-08-19 13:24:26 +00:00 |
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Nick HillandClaude Opus 4.8
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615d4cfade
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[Core] Check for GPU<->CPU syncs during CI (#43107)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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2026-08-14 17:42:05 -07:00 |
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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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Wentao Ye
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fd04edef3e
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[Refactor] Delete dead code in models (#51838)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2026-08-11 15:44:26 -04:00 |
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Nick Hill
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9b0afeb4f6
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[Perf] Avoid some more unnecessary GPU<->CPU syncs (#51458)
Signed-off-by: Nick Hill <nickhill123@gmail.com>
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2026-08-08 17:13:26 -07:00 |
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Harry Mellor
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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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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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bnellnm
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373fe8b83e
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[MoE Refactor] Remove MoE legacy code (#51078)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2026-08-05 14:35:36 -07:00 |
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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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f3e9497e92
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[Model] Add Inkling LoRA support [4/N] (#48884)
Signed-off-by: Woosuk Kwon <woosuk@inferact.ai>
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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2026-07-17 09:52:15 +08:00 |
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ErenAta16
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59b964f37d
|
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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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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107a03ba63
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[Core] Support fp32 lm_head for generation models via head_dtype (RFC #48305 §3.6) (#48390)
Signed-off-by: Karthik Kothuri <karthikkothuri2009@gmail.com>
Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: wang.yuqi <yuqi.wang@daocloud.io>
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2026-07-13 16:43:34 +08:00 |
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Alejandro Paredes La Torre
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9a48eef89a
|
[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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Chaojun Zhang
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b8c7c86533
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[XPU][LoRA] Fix torch.compile DEVICE_LOST by avoiding view-mutation in LoRA shrink (#47944)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-07-09 06:08:30 +00:00 |
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392d1b4d2e
|
[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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Kunshang JiandHarry Mellor
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07f9baf756
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Revert "[Platform] Replace torch.cuda.Event with torch.Event (#47140)" (#47668)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-07-06 14:18:33 +01:00 |
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Chaojun Zhang
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13c49f9845
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[xpu][lora]: Align LoRA implementation with Punica GPU: fix _apply_expand rank mismatch, add_inputs hardcode, and MoE EP (#45368)
Signed-off-by: Chaojun Zhang <chaojun.zhang@intel.com>
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2026-07-01 22:14:04 +08:00 |
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Micah Williamson
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b446792306
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[ROCm][Bugfix] Fix Triton "out of resource: shared memory" Error In One-Shot LoRA MoE (#47209)
Signed-off-by: Micah Williamson <micah.williamson@amd.com>
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2026-06-30 23:24:36 -07:00 |
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Kunshang JiandHarry Mellor
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e840f0d3f5
|
[Platform] Replace torch.cuda.Event with torch.Event (#47140)
Signed-off-by: Kunshang Ji <kunshang.ji@intel.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2026-06-30 08:39:59 -07:00 |
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