 Kaixi Houandmgoin
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de92d916fe
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[NVIDIA] Add support for cudnn fp4 gemm via flashinfer (#26107)
Signed-off-by: kaixih <kaixih@nvidia.com>
Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
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2025-10-15 13:53:00 -04:00 |
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XiaobingZhang
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d796375258
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[ModelOpt] Remove NVFP4 MoE K%16==0 constraint (#26891)
Signed-off-by: XiaobingSuper <xiaobingzhangupc@gmail.com>
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2025-10-15 13:06:17 -04:00 |
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Cyrus Leung
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136a17fe6e
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[Chore] Separate out vllm.utils.func (#26904)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-15 13:03:58 +00:00 |
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Cyrus Leung
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f93e348010
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[Misc] Remove isort and yapf ignores (#26888)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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2025-10-15 12:09:03 +00:00 |
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wang.yuqi
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f54f85129e
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[Model][2/N] Improve all pooling task | Support multi-vector retrieval (#25370)
Signed-off-by: wang.yuqi <noooop@126.com>
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2025-10-15 11:14:41 +00:00 |
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Morrison TurnanskyandLuka Govedič
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96b9aa5aa0
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[Frontend][torch.compile] CompilationConfig Overhaul (#20283): name change compilation level to compilation mode, deprecation compilation level (#26355)
Signed-off-by: morrison-turnansky <mturnans@redhat.com>
Signed-off-by: Morrison Turnansky <mturnans@redhat.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-15 02:51:16 +00:00 |
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Michael Goin
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7e0ef4084a
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[CI Failure] Fix torchao dep failure for Quantization Test (#26824)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-14 16:41:43 -07:00 |
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Dhruvil Bhatt
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0e65818910
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Added MoE configs for llama 4, H200 device with tp=4/8 tuning (#26837)
Signed-off-by: Dhruvil Bhatt <bhattdbh@amazon.com>
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2025-10-14 14:21:03 -07:00 |
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Huamin Li
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87efc681db
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llama4_vision_rope: add HIP override to accept (q, k) and avoid (positions, q, k) mismatch (#26790)
Signed-off-by: Huamin Li <3ericli@gmail.com>
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2025-10-14 11:54:12 -07:00 |
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Ze'ev Klapow
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aba48f7db1
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[Kernel][MoE] Add MoE tunings for GLM 4.6-FP8 and GLM 4.5 Air on NVidia B200 (#26818)
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2025-10-14 11:20:39 -07:00 |
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Heng Guoandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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29350922c6
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[Feature][Quantization] auto_round format add support for regex (#24024)
Signed-off-by: n1ck-guo <heng.guo@intel.com>
Signed-off-by: Heng Guo <heng.guo@intel.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-14 03:03:16 +00:00 |
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Varun Sundar RabindranathandVarun Sundar Rabindranath
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8ae169286f
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[torch.compile] Unwrap fused_marlin_moe custom op (#26739)
Signed-off-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
Co-authored-by: Varun Sundar Rabindranath <vsundarr@redhat.com>
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2025-10-14 02:22:16 +00:00 |
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Michael Goin
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3e051bda82
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[UX] Replace VLLM_ALL2ALL_BACKEND with --all2all-backend (#26732)
Signed-off-by: mgoin <mgoin64@gmail.com>
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2025-10-13 18:12:52 -07:00 |
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Wentao Ye
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7200a21cd1
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[Bug] Fix Assertion error DeepEP/csrc/kernels/intranode.cu:928: 'false and Unsupported type' (#26532)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-13 18:26:37 -04:00 |
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Alex Kogan
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89342ce4c0
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[Quantization] [Performance] Enable Marlin GEMM kernels for the calibration-free RTN-based quantization (#26051)
Signed-off-by: Alex Kogan <alex.kogan@oracle.com>
Signed-off-by: Alex Kogan <82225080+sakogan@users.noreply.github.com>
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2025-10-13 18:52:54 +00:00 |
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Sangyeon Cho
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a1b2d658ee
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[CI/Build] upgrade compressed-tensors to 0.12.2 to address LGPLv3 (#26501)
Signed-off-by: Sangyeon Cho <josang1204@gmail.com>
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2025-10-13 12:58:33 -04:00 |
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Bram Wasti
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3263799056
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[unrevert] Add batch invariant kernel override for FlashInfer backend [2/n] (#26373)
Signed-off-by: Bram Wasti <bwasti@meta.com>
Signed-off-by: Bram Wasti <bwasti@fb.com>
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2025-10-13 10:24:53 -04:00 |
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bnellnm
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60e419c1ee
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[Misc] cache result of disable_inplace (#26666)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-13 00:17:50 +00:00 |
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Harry Mellor
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8fcaaf6a16
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Update Optional[x] -> x | None and Union[x, y] to x | y (#26633)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-12 09:51:31 -07:00 |
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Isotr0py
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045b396d09
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[Bugfix][CI/Build] Fix failing Mteb CI (#26638)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-12 02:42:42 -07:00 |
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Vadim Gimpelsonandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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82e64c7a20
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[PERF] [Qwen3-next] Speed up gated RMSNorm (#26207)
Signed-off-by: Vadim Gimpelson <vadim.gimpelson@gmail.com>
Signed-off-by: Vadim Gimpelson <156319763+vadiklyutiy@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-12 08:27:50 +00:00 |
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727144bed1
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[Refactor]: Use M-RoPE interface directly while defining model class instead of maintaining model specific M-RoPE implementation in mrope.py (#24172)
Signed-off-by: Divyansh Singhvi <divyanshsinghvi@gmail.com>
Signed-off-by: dsinghvi <divyanshsinghvi@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: wwl2755 <wangwenlong2755@gmail.com>
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2025-10-11 07:21:04 +00:00 |
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Roger Wangandgemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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ddaff2938e
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[MM] Move Qwen3Omni MRoPE impl to model file (#26608)
Signed-off-by: Roger Wang <hey@rogerw.io>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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2025-10-10 22:17:24 -07:00 |
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Harry Mellor
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7c12763b24
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Fix some typing issues found by mypy==1.18.2 (#26596)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-10 18:21:25 +00:00 |
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19a9b169bf
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Add Qwen3-Omni moe thinker (#25550)
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Roger Wang <hey@rogerw.io>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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Co-authored-by: Roger Wang <hey@rogerw.io>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-10 17:00:56 +00:00 |
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96ad65b7fe
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[Transform] [Quantization] Add QuTLASS support to vLLM (#24440)
Signed-off-by: LopezCastroRoberto <roberto.lopez.castro@udc.es>
Signed-off-by: Roberto L. Castro <38211239+LopezCastroRoberto@users.noreply.github.com>
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Co-authored-by: Andrei Panferov <andrei@panferov.org>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
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2025-10-10 09:43:40 -07:00 |
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7b03584de8
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Silu v2 (#25074)
Signed-off-by: mgoin <mgoin64@gmail.com>
Signed-off-by: elvircrn <elvircrn@gmail.com>
Signed-off-by: Elvir Crnčević <elvircrn@gmail.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Varun Sundar Rabindranath <varunsundar08@gmail.com>
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2025-10-10 15:19:53 +00:00 |
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Lucas Kabela
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213b64452a
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[Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535)
Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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2025-10-10 13:32:29 +00:00 |
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Wentao Ye
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1ee35382cb
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[Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-09 15:13:27 -07:00 |
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bnellnm
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a462331e36
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[Bugfix] Disable moe inplace for torch >= 2.9 (#26497)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 18:07:38 +00:00 |
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bnellnm
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47e66c24e2
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[Model] Apply shared experts overlap optimization to all models with shared experts (#26145)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-09 11:31:04 -04:00 |
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Isotr0py
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d1ddf340c8
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[V0 deprecation] Remove QKVCrossParallelLinear implementation (#26475)
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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2025-10-09 10:52:27 +00:00 |
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Jerry Zhang
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a83ff278d6
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[torchao] Add support for ModuleFqnToConfig using regex (#26001)
Signed-off-by: Jerry Zhang <jerryzh168@gmail.com>
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2025-10-09 08:32:32 +00:00 |
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Naveenraj KamalakannanandLuka Govedič
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e614ab7806
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Separate MLAAttention class from Attention (#25103)
Signed-off-by: Naveenraj Kamalakannan <therealnaveenkamal@gmail.com>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
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2025-10-08 17:11:11 -07:00 |
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bnellnm
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da364615fc
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[Kernels] Modular kernel refactor (#24812)
Signed-off-by: Bill Nell <bnell@redhat.com>
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2025-10-08 17:51:52 -04:00 |
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+151
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241b4cfe66
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[Refactor] Refactor FP8 & INT8 Quant Folder inside w8a8 (#25293)
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2025-10-08 10:20:48 -04:00 |
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Harry Mellor
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2f99f2f506
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Tidy vllm/config/__init__.py to only add classes and functions (#26405)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-08 07:10:00 -07:00 |
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isharif168
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046118b938
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Add SwigluOAI implementation for CPUFusedMOE (#26347)
Signed-off-by: Sharif Inamdar <sharif.inamdar@arm.com>
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2025-10-07 20:17:49 -06:00 |
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liangel-02
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b32260ab85
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[torchao] safetensors integration (#25969)
Signed-off-by: Angel Li <liangel@meta.com>
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2025-10-07 20:12:35 -06:00 |
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Wentao Ye
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8f36850f73
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[Bug] Fix Shape Validation for Fallback while Enabling E8M0 for DeepGEMM (#26322)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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2025-10-07 13:50:30 -04:00 |
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Chen Zhang
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29fd2662ba
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[deepseek] add EP8 FusedMOE config for H200 and B200 (#26331)
Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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2025-10-07 10:38:54 -07:00 |
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fxmarty-amd
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41f1cf38f2
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[Feature][OCP MX] Support mxfp6 and mixed mxfp6-mxfp4 (#21166)
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2025-10-07 09:35:26 -04:00 |
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Benjamin Chislett
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2161efe978
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[Bugfix] Allow skipping MoE in NVFP4 (fix for MTP) (#25987)
Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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2025-10-06 16:16:30 -04:00 |
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c02058c222
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Add bias handling to CPUFusedMOE kernel (#26289)
Signed-off-by: Crefeda Rodrigues <crefeda.rodrigues@arm.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Signed-off-by: Crefeda Rodrigues <65665931+cfRod@users.noreply.github.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Sharif Inamdar <Sharif.Inamdar@arm.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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2025-10-06 18:39:10 +00:00 |
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Roger Wang
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43c146ca42
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[Misc] Clean up unnecessary E501 ignore (#26274)
Signed-off-by: Roger Wang <hey@rogerw.io>
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2025-10-06 07:29:18 +00:00 |
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Harry Mellor
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6c04638214
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Fix per file ruff ignores related to line length (#26262)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-06 05:12:40 +00:00 |
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Thomas Parnell
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778f554157
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[V1] [Hybrid] Some additional clean-up in Mamba2 prefix caching (#26222)
Signed-off-by: Thomas Parnell <tpa@zurich.ibm.com>
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2025-10-06 10:40:30 +08:00 |
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Harry Mellor
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b893d661b1
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Fix per file ruff ignores related to simplification (#26259)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 20:31:53 +00:00 |
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Harry Mellor
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1c0c68202c
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Fix per file ruff ignores related to typing (#26254)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 16:37:55 +00:00 |
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Harry Mellor
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4e256cadc2
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Remove all references to yapf as it's no longer used (#26251)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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2025-10-05 09:18:11 -07:00 |
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