Commits · a4528f0cac5d2857ccc56d2a2e1a1c43142643ce · OpenDAS / vllm_cscc

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29 Jul, 2025 3 commits

[Model]: Fused MoE for nomic-embed-text-v2-moe (#18321) · a4528f0c

Isotr0py authored Jul 29, 2025


Signed-off-by: isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>

a4528f0c

Migrate InternVLImageInputs and InternVLVideoInputs to TensorSchema (#21684) · f1e2c095
Benji Beck authored Jul 28, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
f1e2c095

[Refactor] Merge Compressed Tensor FP8 `CompressedTensorsW8A8Fp8MoEMethod` and... · 48b763d6

Wentao Ye authored Jul 28, 2025


[Refactor] Merge Compressed Tensor FP8 `CompressedTensorsW8A8Fp8MoEMethod` and `CompressedTensorsW8A8Fp8MoECutlassMethod` (#21775)
Signed-off-by: yewentao256 <zhyanwentao@126.com>

48b763d6

28 Jul, 2025 19 commits
- [Feat]: Add support for Dynamic Quant 4 bit CPU kleidiai kernels (#17112) · 89ac266b
  Nikhil Gupta authored Jul 28, 2025
```
Signed-off-by: Nikhil Gupta <nikhil.gupta2@arm.com>
Co-authored-by: mgoin <mgoin64@gmail.com>
```
  89ac266b
- [AMD][BugFix] Fix omission of wvSplitK kernel for small batch sizes (1-4) due... · b361f14e
  rasmith authored Jul 28, 2025
```
[AMD][BugFix] Fix omission  of wvSplitK kernel for small batch sizes (1-4) due to torch.compile (#21350)
Signed-off-by: Randall Smith <Randall.Smith@amd.com>
```
  b361f14e
- [Bugfix] Fix granite speech shape validation (#21762) · e17a4d3b
  Cyrus Leung authored Jul 29, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  e17a4d3b
- [`Ernie 4.5`] Name Change for Base 0.3B Model (#21735) · 656c24f1
  Anton Vlasjuk authored Jul 28, 2025
```
Signed-off-by: vasqu <antonprogamer@gmail.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  656c24f1
- [Bugfix] Fix glm4.1v video_grid_thw tensor shape scheme (#21744) · 0ae970ed
  Isotr0py authored Jul 28, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  0ae970ed
- [Bugfix] Fix Ernie4_5_MoeForCausalLM shared experts (#21717) · 1b769dcc
  Jee Jee Li authored Jul 28, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  1b769dcc
- [Model] Prioritize Transformers fallback over suffix matching (#21719) · a4ed7315
  Cyrus Leung authored Jul 28, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  a4ed7315
- Migrate KeyeImageInputs and KeyeVideoInputs to TensorSchema (#21686) · d128d0d5
  Benji Beck authored Jul 28, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  d128d0d5
- [v1][mamba] Added mamba_type into MambaSpec (#21715) · a6c05028
  Asaf Joseph Gardin authored Jul 28, 2025
```
Signed-off-by: asafg <asafg@ai21.com>
Co-authored-by: asafg <asafg@ai21.com>
```
  a6c05028
- [Bugfix] Fix shape checking for Fuyu (#21709) · 139a97ec
  Cyrus Leung authored Jul 28, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
```
  139a97ec
- Migrate Idefics3ImagePixelInputs and Idefics3ImageEmbeddingInputs to … (#21683) · 3ea57a56
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  3ea57a56
- Migrate GraniteSpeechAudioInputs to TensorSchema (#21682) · 75856bc2
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  75856bc2
- Migrate GLMVImagePixelInputs to TensorSchema (#21679) · 304dcdf5
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  304dcdf5
- Migrate Glm4vImageInputs, Glm4vVideoInputs to TensorSchema (#21678) · 88e46c7c
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk
Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
```
  88e46c7c
- Migrate Gemma3ImagePixelInputs to TensorSchema (#21676) · d8937de4
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  d8937de4
- [FEAT] [ROCm] [AITER]: Add AITER HIP block quant kernel (#21242) · e626d286
  TJian authored Jul 27, 2025
  
  e626d286
- [Model] Support TP/PP/mamba2 kernel for PLaMo2 (#19674) · c7ffe93d
  Shinichi Hemmi authored Jul 28, 2025
```
Signed-off-by: Shinichi Hemmi <shemmi@preferred.jp>
Signed-off-by: Shinichi Hemmi <50256998+Alnusjaponica@users.noreply.github.com>
Co-authored-by: Calvin Metzger <metzger@preferred.jp>
Co-authored-by: Sixue Wang <cecilwang@preferred.jp>
```
  c7ffe93d
- [Misc] Add fused_moe configs for Qwen3-Coder-480B-A35B-Instruct-FP8 (#21700) · 04ff4be3
  Jee Jee Li authored Jul 28, 2025
```
Signed-off-by: Jee Jee Li <pandaleefree@gmail.com>
```
  04ff4be3
- [Deprecation][2/N] Replace `--task` with `--runner` and `--convert` (#21470) · 86ae693f
  Cyrus Leung authored Jul 28, 2025
```
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
```
  86ae693f
27 Jul, 2025 9 commits
- Fix CUDA permute/unpermute for use with DeepGemm Moe (#17934) · 57c22e57
  Caleb_Du authored Jul 27, 2025
```
Signed-off-by: Caleb_Du <Caleb_Du@zju.edu.cn>
```
  57c22e57
- [Refactor] Refactor MOE NVFP4 Code Base: ModelOpt + Compressed Tensor (#21631) · bda9d053
  Wentao Ye authored Jul 27, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  bda9d053
- [VLM] Add video support for Intern-S1 (#21671) · 3d847a31
  Isotr0py authored Jul 27, 2025
```
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  3d847a31
- Migrate Florence2ImagePixelInputs to TensorSchema (#21663) · 5f8c9a42
  Benji Beck authored Jul 27, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
```
  5f8c9a42
- [VLM] Support HF format Phi-4-MM model (#17121) · eed2f463
  Isotr0py authored Jul 27, 2025
```
Signed-off-by: Isotr0py <2037008807@qq.com>
```
  eed2f463
- Migrate ChameleonImagePixelInputs to TensorSchema (#21657) · 20950b29
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  20950b29
- Migrate FuyuImagePatchInputs to TensorSchema (#21662) · 3339cba3
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  3339cba3
- Migrate DeepseekVL2ImageInputs to TensorSchema (#21658) · 0b8caf90
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  0b8caf90
- Migrate Blip2ImagePixelInputs and Blip2ImageEmbeddingInputs to TensorSchema (#21656) · ccf27cc4
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  ccf27cc4
26 Jul, 2025 9 commits
- support `torch.compile` for bailing moe (#21664) · c6573698
  Jinzhen Lin authored Jul 27, 2025
  
  c6573698
- Remove xformers requirement for Mistral-format Pixtral and Mistral3 (#21154) · 6c66f28f
  Wenchen Lo authored Jul 26, 2025
```
Signed-off-by: Wenchen Lo <charles761013@gmail.com>
```
  6c66f28f
- [NVIDIA] Explicitly disable shuffled weights for flashinfer blockscale moe fp8 kernels (#21411) · de509ae8
  Kaixi Hou authored Jul 26, 2025
```
Signed-off-by: kaixih <kaixih@nvidia.com>
```
  de509ae8
- [Refactor] Remove `moe_align_block_size_triton` (#21335) · 56e544f2
  Wentao Ye authored Jul 26, 2025
```
Signed-off-by: yewentao256 <zhyanwentao@126.com>
```
  56e544f2
- Support encoder-only models without KV-Cache (#21270) · 1cd6eaba
  Maximilien de Bayser authored Jul 26, 2025
```
Signed-off-by: Max de Bayser <maxdebayser@gmail.com>
Signed-off-by: Max de Bayser <mbayser@br.ibm.com>
Co-authored-by: Russell Bryant <rbryant@redhat.com>
```
  1cd6eaba
- Migrate AyaVisionImagePixelInputs to TensorSchema for shape validation (#21622) · de10ff0b
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  de10ff0b
- Migrate AriaImagePixelInputs to TensorSchema for shape validation (#21620) · 9d197280
  Benji Beck authored Jul 26, 2025
```
Signed-off-by: Benji Beck <benjibeck@meta.com>
```
  9d197280
- Support Intern-S1 (#21628) · 875af38e
  Lyu Han authored Jul 26, 2025
```
Signed-off-by: Roger Wang <hey@rogerw.me>
Signed-off-by: Isotr0py <2037008807@qq.com>
Signed-off-by: Isotr0py <mozf@mail2.sysu.edu.cn>
Co-authored-by: Your Name <you@example.com>
Co-authored-by: Roger Wang <hey@rogerw.me>
Co-authored-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <mozf@mail2.sysu.edu.cn>
```
  875af38e
- [Model] Ultravox: Support Llama 4 and Gemma 3 backends (#17818) · 62965de5
  Farzad Abdolhosseini authored Jul 26, 2025
```
Signed-off-by: Farzad Abdolhosseini <farzad@fixie.ai>
Signed-off-by: Patrick Li <patrick8289@gmail.com>
Co-authored-by: Patrick Li <patrick8289@gmail.com>
```
  62965de5