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

This is the repository card of kernels-community/megablocks 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/megablocks")
MyReplacementLayer = kernel_module.MyReplacementLayer

MyReplacementLayer(...)
```

## Available functions
- `MyReplacementLayer`
- `exclusive_cumsum`
- `inclusive_cumsum`
- `histogram`
- `indices`
- `replicate_forward`
- `replicate_backward`
- `sort`
- `cumsum`
- `argsort`
- `Arguments`
- `ParallelDroplessMLP`
- `dMoE`
- `SparseGLU`
- `MLP`
- `SparseMLP`
- `MoE`
- `ParallelMLP`
- `get_load_balancing_loss`

## Benchmarks

Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/megablocks`.