Commits · cddce79fdae2bb843e8988d7f0cd145e918b2d1f · OpenDAS / vllm_cscc · GitLab

10 Oct, 2025 21 commits
- [torch.compile] Make inductor partition rules respect splitting_ops #25691 (#25845) · cddce79f
  baonudesifeizhai authored Oct 10, 2025
```
Signed-off-by: baonudesifeizhai <baonudesifeizhai@gmail.com>
Signed-off-by: baonudesifeizhai <85092850+baonudesifeizhai@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  cddce79f
- [Metrics] Add test for multi-modal cache stats logging (#26588) · e5192819
  Mark McLoughlin authored Oct 10, 2025
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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  e5192819
- Silu v2 (#25074) · 7b03584d
  Elvir Crnčević authored Oct 10, 2025
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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>
```
  7b03584d
- [Bugfix] Make DP padding optional in coordinate_batch_across_dp (#26375) · ae9d0e7d
  Sage Moore authored Oct 10, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  ae9d0e7d
- Added test_top_k_per_row to test-pipeline.yaml. (#26569) · 0e67102d
  Daniel Cámpora authored Oct 10, 2025
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Signed-off-by: Daniel Campora <961215+dcampora@users.noreply.github.com>
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  0e67102d
- [BugFix][torch.compile] Fix fused_scaled_matmul_reduce_scatter signature for PyTorch 2.8 (#26038) · f4ba2061
  Jason Li authored Oct 10, 2025
```
Signed-off-by: jasonlizhengjian <jasonlizhengjian@gmail.com>
Signed-off-by: <>
Signed-off-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
Co-authored-by: Luka Govedič <ProExpertProg@users.noreply.github.com>
```
  f4ba2061
- [CI] fix test_run_batch.py::test_completions - AssertionError (#26578) · 1e6848a6
  Chauncey authored Oct 10, 2025
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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  1e6848a6
- [BugFix] Fix noop elimination edge case (#26394) · 67661375
  Andy Lo authored Oct 10, 2025
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Signed-off-by: Andy Lo <andy@mistral.ai>
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  67661375
- [Bugfix] Convert untraceable GroupShape to list for AMD impl (#26535) · 213b6445
  Lucas Kabela authored Oct 10, 2025
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Signed-off-by: Lucas Kabela <lucaskabela@meta.com>
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  213b6445
- [NIXL] Ignore abort on already-finished request (#25067) · 784c2311
  Mark McLoughlin authored Oct 10, 2025
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Signed-off-by: Mark McLoughlin <markmc@redhat.com>
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  784c2311
- [bugfix][DCP] fix block_size of hash in DCP prefix caching (#26296) · 606b00e8
  Chen Zhang authored Oct 10, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  606b00e8
- [CI] fix ruff format (#26579) · 720d3cd0
  Chauncey authored Oct 10, 2025
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Signed-off-by: chaunceyjiang <chaunceyjiang@gmail.com>
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  720d3cd0
- Remove LoRA bias support (#25807) · ab196ede
  Ashwin Phadke authored Oct 10, 2025
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Signed-off-by: Ashwin Phadke <ashwinphadke12@rediffmail.com>
Signed-off-by: Ashwin Phadke <23502062+ashwin-phadke@users.noreply.github.com>
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
```
  ab196ede
- [GPT-OSS] Add support for arrays at tool message content (#25593) · 3ee202ea
  Luis Tomas Bolivar authored Oct 10, 2025
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Signed-off-by: Luis Tomas Bolivar <ltomasbo@redhat.com>
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  3ee202ea
- [Metrics] Log multi-modal cache stats and fix reset (#26285) · ad430a67
  Cyrus Leung authored Oct 10, 2025
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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
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  ad430a67
- [deepseek] kernel block size for UniformTypeKVCacheSpecs (#26559) · 6f0f570c
  Chen Zhang authored Oct 10, 2025
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Signed-off-by: Chen Zhang <zhangch99@outlook.com>
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  6f0f570c
- fix test_simple_inductor_graph_partition (#26522) · b545a0b2
  Boyuan Feng authored Oct 09, 2025
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Signed-off-by: Boyuan Feng <boyuan@meta.com>
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  b545a0b2
- [Spec-Decode] Support piecewise cudagraphs for Eagle head (#25109) · 29255cfc
  Lucas Wilkinson authored Oct 10, 2025
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Signed-off-by: Lucas Wilkinson <lwilkins@redhat.com>
Signed-off-by: Lucas Wilkinson <LucasWilkinson@users.noreply.github.com>
Co-authored-by: Benjamin Chislett <chislett.ben@gmail.com>
```
  29255cfc
- [Chore]: One pythonic tool parser test uses the wrong parser (#26515) · da445560
  Ben Browning authored Oct 10, 2025
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Signed-off-by: Ben Browning <bbrownin@redhat.com>
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  da445560
- [Core] Small simplification in `GPUModelRunner._update_states()` (#26508) · aafb99a4
  Nick Hill authored Oct 09, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  aafb99a4
- [DP][ray] Support different VLLM_RAY_DP_PACK_STRATEGY (#23849) · 757fa4a4
  Rui Qiao authored Oct 09, 2025
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Signed-off-by: Rui Qiao <ruisearch42@gmail.com>
```
  757fa4a4
09 Oct, 2025 19 commits
- Refactor MistralTokenizer (#26358) · c6187f55
  Julien Denize authored Oct 10, 2025
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Signed-off-by: Julien Denize <julien.denize@mistral.ai>
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  c6187f55
- [CI] Fix Pre-commit Issue Cannot determine type of "rank" and "world_size" (#26448) · 8983e021
  Wentao Ye authored Oct 09, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  8983e021
- [Bug] Fix modular_kernel: ZeroDivisionError: integer division or modulo by zero (#26528) · 1ee35382
  Wentao Ye authored Oct 09, 2025
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Signed-off-by: yewentao256 <zhyanwentao@126.com>
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  1ee35382
- [Bugfix] Fix CUDA graph selection bug in FlashInfer at high concurrency (#26499) · 6e783bc5
  Benjamin Chislett authored Oct 09, 2025
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Signed-off-by: Benjamin Chislett <bchislett@nvidia.com>
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  6e783bc5
- [UX] Add FlashInfer as default CUDA dependency (#26443) · c9d33c60
  Michael Goin authored Oct 09, 2025
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Signed-off-by: mgoin <mgoin64@gmail.com>
Co-authored-by: Wentao Ye <44945378+yewentao256@users.noreply.github.com>
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  c9d33c60
- [Core] Remove unused `prev_sampled_token_ids_invalid_indices` input batch field (#26514) · 2e54db4d
  Nick Hill authored Oct 09, 2025
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Signed-off-by: Nick Hill <nhill@redhat.com>
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  2e54db4d
- [Flashinfer][gpt-oss] Support FP8-qkv Flashinfer TRTLLM Sinks Attention (#25674) · 44f633db
  elvischenv authored Oct 10, 2025
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Signed-off-by: elvischenv <219235043+elvischenv@users.noreply.github.com>
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  44f633db
- [Bugfix] Disable moe inplace for torch >= 2.9 (#26497) · a462331e
  bnellnm authored Oct 09, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  a462331e
- [Bugfix] Enable padded FP4 quantization (#25947) · 4069db3f
  roikoren755 authored Oct 09, 2025
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Signed-off-by: Roi Koren <roik@nvidia.com>
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  4069db3f
- [BUGFIX] Add cu_tokens_across_sp to DPMetadata (#26457) · 0d37450e
  Sage Moore authored Oct 09, 2025
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Signed-off-by: Sage Moore <sage@neuralmagic.com>
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  0d37450e
- [Model] Apply shared experts overlap optimization to all models with shared experts (#26145) · 47e66c24
  bnellnm authored Oct 09, 2025
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Signed-off-by: Bill Nell <bnell@redhat.com>
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  47e66c24
- [Attention][DCP] Support DCP with query length > 1 (MTP) with FA3 (#25049) · 3b736e1c
  Ming Yang authored Oct 09, 2025
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Signed-off-by: Ming Yang <minos.future@gmail.com>
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  3b736e1c
- [Models][Qwen] Replace `pad` with `cat` for better performance (#26486) · 2c1c7dfb
  Lukas Geiger authored Oct 09, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
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  2c1c7dfb
- Upgrade Pydantic to v2.12.0 and remove hack for Python 3.13 (#26481) · e246ad6f
  Harry Mellor authored Oct 09, 2025
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Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  e246ad6f
- Revert #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate... · 5728da11
  Jiangyun Zhu authored Oct 09, 2025
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Revert  #26113 "[Frontend] CompilationConfig overhaul (#20283): deprecate use_inductor in favor of backend, simplify custom_ops" (#26472)
Signed-off-by: zjy0516 <riverclouds.zhu@qq.com>
```
  5728da11
- [Feature] Use pydantic validation in parallel.py config (#26417) · 92be3f35
  Simon Danielsson authored Oct 09, 2025
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Signed-off-by: simondanielsson <simon.danielsson99@hotmail.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  92be3f35
- [V0 deprecation] Remove `QKVCrossParallelLinear` implementation (#26475) · d1ddf340
  Isotr0py authored Oct 09, 2025
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Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
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  d1ddf340
- [Bugfix] Move current_platform import to avoid python import cache. (#16601) · ec10fd0a
  Wenzheng Bi authored Oct 09, 2025
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Signed-off-by: iwzbi <wzbi@zju.edu.cn>
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  ec10fd0a
- [Models][Qwen3VL] Optimise `_validate_and_reshape_mm_tensor` (#26426) · 0426e3c5
  Lukas Geiger authored Oct 09, 2025
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Signed-off-by: Lukas Geiger <lukas.geiger94@gmail.com>
```
  0426e3c5