installation

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# Installation

## Basic install

```bash
uv sync
```

This installs all core dependencies defined in `pyproject.toml`.

## All extras at once

The recommended way to install for most users:

```bash
uv sync --all-extras
```

This installs all optional extras (flash-attn, flash-attn-cute, etc.) in one go.

## FP8 inference with deep-gemm

For certain models like GLM-5-FP8, you need `deep-gemm`. Install it via the `fp8-inference` dependency group:

```bash
uv sync --group fp8-inference
```

This installs the pre-built `deep-gemm` wheel. No CUDA build step is needed.

## Dev dependencies

```bash
uv sync --group dev
```

Installs pytest, ruff, pre-commit, and other development tools.

## Key files

- `pyproject.toml` — all dependencies, extras, and dependency groups
- `uv.lock` — pinned lockfile (update with `uv sync --all-extras`)

From HyperPotatoNeo/attention-matching-rl, Apache-2.0.

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