Unapologetically SM120-only CuTe DSL kernels for NVFP4 GEMM and MoE.
Project description
b12x is an SM120/SM121 CuTe DSL kernel library for (primarily) NVFP4 LLM inference.
It is intentionally narrow. This is not a generic CUDA kernel collection or a
full model-serving stack. It does not intend to target any other GPU architectures,
including SM100. It is a focused package for a small number of high-performance
kernels plus the runtime glue needed to launch them cleanly from sglang/vllm.
Currently supported kernels:
- NVFP4 fused MoE GEMM
- NVFP4 dense GEMM
- BF16/FP8 paged attention
- Sparse MLA attention (for DSA/NSA only).
pip install b12x
Ask your friendly neighborhood AI agent for further information on how to use this library.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file b12x-0.12.1.tar.gz.
File metadata
- Download URL: b12x-0.12.1.tar.gz
- Upload date:
- Size: 455.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
eef1f618b367218e4a4b2719e0faa8606ecaa6cc949a437df0879e033dafe26a
|
|
| MD5 |
baa0db5c1f524f805684b242ec7bae0e
|
|
| BLAKE2b-256 |
4b2681860804ce328fbf1716e96aa47650976d890589e78a246eaf30042f1c46
|
File details
Details for the file b12x-0.12.1-py3-none-any.whl.
File metadata
- Download URL: b12x-0.12.1-py3-none-any.whl
- Upload date:
- Size: 514.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6ae513b139dc33e7faf6a5a3db871f8b91869f01a20ac3ce6d3624f407c06a69
|
|
| MD5 |
dca08e59e806b25201d52ed130b8b73b
|
|
| BLAKE2b-256 |
1df87f66256c2916fe186ec89870b0eeb796f56f69bea654ab7bff6676f35861
|
