Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges.

Toolkit for attaching, training, saving and loading of new heads for transformer models

A high-throughput and memory-efficient inference and serving engine for LLMs

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

You like pytorch? You like micrograd? You love tinygrad! ❤️

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Social Media Mining Toolkit (SMMT) main repository

FastAPI framework, high performance, easy to learn, fast to code, ready for production

The fastai book, published as Jupyter Notebooks

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…