model-hf 0.75.0

Hugging Face model repository integration for Mesh LLM
Documentation
# model-hf

Hugging Face Hub repository and cache adapter for model artifact resolution.

`model-hf` is the concrete `model-artifact::ModelRepository` implementation
backed by the `huggingface-hub` Rust client. It resolves revisions, lists model
repo files, downloads selected artifacts, and recognizes model identity from
paths inside the local Hugging Face cache.

## Architecture Role

The pure identity and selection crates stay registry-agnostic. This crate owns
the Hugging Face edge: endpoint, token, cache layout, repo metadata, downloads,
and cache path identity recovery.

```mermaid
flowchart TB
    C["caller<br/>mesh resolver<br/>skippy-model-package<br/>runtime package loader"] --> H["HfModelRepository"]
    H --> API["Hugging Face Hub API<br/>repo info + siblings"]
    H --> Cache["local HF cache<br/>snapshots/revision/file"]
    API --> A["model-artifact<br/>resolve_model_artifact"]
    A --> H
    H --> D["downloaded artifact paths"]
    Cache --> I["HfModelIdentity<br/>repo, revision, file"]
    I --> Mesh["mesh model status<br/>full ref ids"]
```

## Configuration

`HfModelRepository::from_env()` follows the usual Hugging Face environment:

```text
HF_ENDPOINT
HF_TOKEN
HUGGING_FACE_HUB_TOKEN
HF_HUB_CACHE
HUGGINGFACE_HUB_CACHE
HF_HOME
HF_XET_CACHE
XDG_CACHE_HOME
MESH_LLM_DATA_DIR
```

The shipped `mesh-llm` binary validates both the Hub destination and Xet's
independent working cache before it starts worker threads. If either configured
path is read-only, it selects a writable directory under the platform-local
mesh-llm data directory (falling back to `~/.mesh-llm/data` or the system temp
directory) and prints the rejected path, operating-system error, and selected
replacement. `MESH_LLM_DATA_DIR` overrides the application-data fallback root.

Use `HfModelRepository::builder()` to override the cache directory, endpoint, or
token explicitly in tests and embedding applications.

## Responsibilities

- resolve branch/tag names to immutable Hugging Face revisions
- list model repository files at a resolved revision
- download the selected artifact file set
- locate the default Hugging Face cache directory
- derive `HfModelIdentity` and `ModelIdentity` from cached snapshot paths

Keep artifact ranking in `model-artifact`, public reference parsing in
`model-ref`, and stage materialization in `skippy-runtime` or
`skippy-model-package`.

If a path is inside the Hugging Face cache, this crate recovers the repo,
revision, and selected file so mesh can continue advertising the full model ref
instead of a GGUF basename.