---
library_name: kernels
license: apache-2.0
---

This is the repository card of kernels-community/finegrained-kernels that has been pushed on the Hub. It was built to be used with the [`kernels` library](https://github.com/huggingface/kernels). This card was automatically generated.

## How to use

```python
# make sure `kernels` is installed: `pip install -U kernels`
from kernels import get_kernel

kernel_module = get_kernel("kernels-community/finegrained-kernels", version=0)
matmul_2d = kernel_module.matmul_2d

matmul_2d(...)
```

## Available functions
- `matmul_2d`
- `matmul_batched`
- `matmul_grouped`
- `moe_fused_batched`
- `moe_fused_grouped`
- `backward`
- `get_supported_act_fns`
- `get_supported_norms`
- `rms_norm_rows`
- `swizzle_mx_scales`
- `unswizzle_mx_scales`
- `mxfp8_act_quant`
- `mxfp4_act_quant`
- `nvfp4_act_quant`

## Benchmarks

No benchmark available yet.