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  1. mlx-ios-toolcall mlx-ios-toolcall Public

    On-device iOS assistant: a QLoRA-tuned LFM2.5-2.6B tool-calling LLM runs on the iPhone via Apple MLX and drives real system actions.

    Swift

  2. miniGPT miniGPT Public

    A from-scratch transformer in PyTorch — GQA, RoPE, QK-norm, SwiGLU, KV-cache.

    Python

  3. lfm2-toolcalling-qlora lfm2-toolcalling-qlora Public

    Bare QLoRA fine-tune of LFM2.5-2.6B for on-device tool calling (PEFT + TRL + bitsandbytes).

    Python

  4. lfm2-mlx lfm2-mlx Public

    Merging Liquid AI's LFM2.5-2.6B with an external QLoRA fine-tuned tool-calling adapter, then converting and quantizing to an 8-bit MLX model for local Apple Silicon and future iOS integration.

    Python

  5. bme280telemetry bme280telemetry Public

    C++