mitkox

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

dspy

DSPy: The framework for programming—not prompting—foundation models

corenet

CoreNet: A library for training deep neural networks

LLocalSearch

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.

moondream

tiny vision language model

alignment-handbook

Robust recipes to align language models with human and AI preferences

mergekit

Tools for merging pretrained large language models.

mistral-finetune

cohere-toolkit

Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.

axlearn

An Extensible Deep Learning Library

chat-with-mlx

An all-in-one LLMs Chat UI for Apple Silicon Mac using MLX Framework.

Phi-3CookBook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

fsdp_qlora

Training LLMs with QLoRA + FSDP

rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

llm-datasets

High-quality datasets, tools, and concepts for LLM fine-tuning.

sqlite-vec

Work-in-progress vector search SQLite extension that runs anywhere.

GPTFast

Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.

ava

All-in-one desktop app for running LLMs locally.

cosmopedia

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

gguf-tools

GGUF implementation in C as a library and a tools CLI program

rlx

A reinforcement learning framework based on MLX.

PicoMLXServer

The easiest way to run the fastest MLX-based LLMs locally

mlxserver

Start a server from the MLX library.

openinference

Auto-Instrumentation for AI Observability

mlx-rag

Explore a simple example of utilizing MLX for RAG application running locally on your Apple Silicon device.

mamba.rs

cohere-terrarium

A simple Python sandbox for helpful LLM data agents

mlx-moe

Scripts to create your own moe models using mlx

function-calling-eval

A framework for evaluating function calls made by LLMs