kernels-community / msa

huggingface.co
Total runs: 66
24-hour runs: 0
7-day runs: 66
30-day runs: 66
Model's Last Updated: July 01 2026

Introduction of msa

Model Details of msa

This is the repository card of kernels-community/msa that has been pushed on the Hub. It was built to be used with the kernels library . This card was automatically generated.

How to use
# make sure `kernels` is installed: `pip install -U kernels`
from kernels import get_kernel

kernel_module = get_kernel("kernels-community/msa", version=0)
sparse_atten_func = kernel_module.sparse_atten_func

sparse_atten_func(...)
Available functions
  • sparse_atten_func
  • sparse_atten_nvfp4_kv_func
  • sparse_decode_atten_func
  • SparseDecodePagedAttentionWrapper
  • fp4_indexer_block_scores
  • build_k2q_csr
  • SparseK2qCsrBuilderSm100
  • Nvfp4QuantizedTensor
  • quantize_bf16_to_nvfp4_128x4
  • quantize_kv_bf16_to_nvfp4_128x4
  • dequantize_nvfp4_128x4_to_bf16
  • swizzle_nvfp4_scale_to_128x4
  • nvfp4_global_scale_from_amax
Benchmarks

No benchmark available yet.

Source code

Source code of this kernel originally comes from https://github.com/MiniMax-AI/MSA and it was repurposed for compatibility with kernels .

Runs of kernels-community msa on huggingface.co

66
Total runs
0
24-hour runs
36
3-day runs
66
7-day runs
66
30-day runs

More Information About msa huggingface.co Model

msa huggingface.co

msa huggingface.co is an AI model on huggingface.co that provides msa's model effect (), which can be used instantly with this kernels-community msa model. huggingface.co supports a free trial of the msa model, and also provides paid use of the msa. Support call msa model through api, including Node.js, Python, http.

kernels-community msa online free

msa huggingface.co is an online trial and call api platform, which integrates msa's modeling effects, including api services, and provides a free online trial of msa, you can try msa online for free by clicking the link below.

kernels-community msa online free url in huggingface.co:

https://huggingface.co/kernels-community/msa

msa install

msa is an open source model from GitHub that offers a free installation service, and any user can find msa on GitHub to install. At the same time, huggingface.co provides the effect of msa install, users can directly use msa installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

msa install url in huggingface.co:

https://huggingface.co/kernels-community/msa

Url of msa

Provider of msa huggingface.co

kernels-community
ORGANIZATIONS

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