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asher merged 2 commits into from
Aug 10, 2026
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chore(readme): cleanup #44

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docs(readme): cleanup
asher Aug 10, 2026
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chore(readme): cleanup
asher Aug 10, 2026
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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -10,9 +10,9 @@ or your browser, serve it over OpenAI- and Anthropic-compatible APIs,
connect your coding agent to it, talk to it by voice, build a local RAG
stack on it, and fine-tune it with LoRA. One command, entirely on your Mac.

It runs the community's K-quant and IQ-quant GGUF builds — size for size,
the most accurate open quant formats there are — exactly as published
([accuracy per byte](#accuracy-per-byte)). The companion project
It runs the community's K-quant and IQ-quant GGUF builds exactly as
published. Size for size, these are the most accurate open quant formats
available ([accuracy per byte](#accuracy-per-byte)). The companion project
[mlx-kquant](https://github.com/asher/mlx-kquant) supplies the Metal kernels
that run these formats natively on Apple's
[MLX](https://github.com/ml-explore/mlx) framework. On the same file, gmlx
Expand Down Expand Up @@ -323,7 +323,7 @@ flowchart TB
serve --> aux["embeddings + rerank<br/>STT + TTS"]
```

Serving-side mechanics — engine, batching, and the HTTP layers:
Serving-side mechanics - engine, batching, and the HTTP layers:
[docs/serving-architecture.md](https://github.com/asher/gmlx/blob/main/docs/serving-architecture.md).

## Python API
Expand Down