Prompt, run, edit, and deploy full-stack web applications

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Meta Lingua: a lean, efficient, and easy-to-hack codebase to research LLMs.

Animation engine for explanatory math videos

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

👾 LM Studio localization 🌎🌏🌍

There is a lot of scattered information on how to succeed with Nvidia GPUs and Ubuntu 22.04. This is what worked for us with a 3070 GPU.

Material for gpu-mode lectures

The Idea Behind Parameter Efficient Fine-Tuning and Analyzing LoRA through its Implementation on an MLP

TAG-Bench: A benchmark for table-augmented generation (TAG)

A large annotated semantic parsing corpus for developing natural language interfaces.

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

End-to-End Local-First Text-to-SQL Pipelines

Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜

Evaluation and Tracking for LLM Experiments

Write scalable load tests in plain Python 🚗💨

The n-gram Language Model

A self-organizing file system with llama 3

LLM training in simple, raw C/CUDA

LLM Workshop by Sourab Mangrulkar

Transcribe and summarize videos using whisper and llms on apple mlx framework

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

Inference code for CodeLlama models

Examples in the MLX framework

MLX: An array framework for Apple silicon