Kernels:
Trusted publisher
| 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", version=2) | |
| exclusive_cumsum = kernel_module.exclusive_cumsum | |
| exclusive_cumsum(...) | |
| ``` | |
| ## Available functions | |
| - `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` | |
| ## Available layers | |
| - `MegaBlocksMoeMLP` | |
| - `MegaBlocksMoeMLPWithSharedExpert` | |
| ## Benchmarks | |
| Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/megablocks --version 2`. | |