Fix YAML front matter (license/base_model/tags metadata)

Update card: fork-free setup (stock MLX + mlx-block-fp8 extension), proven 30 tok/s, SDPA #3637 note

Update README.md

README: link MLX PR #3600

Update README.md

initial: model code, converter, config, tokenizer, docs