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alpaca-lora

Instruct-tune LLaMA on consumer hardware

alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM

alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

basaran

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

chat.petals.dev

💬 Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client

clip

Contrastive Language-Image Pretraining

cxr_llava

dspy

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

emo

end-to-end-negotiator

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

gen

Generative Evidential Networks

gpt-tfjs

GPT in TensorFlow.js

guidance

A guidance language for controlling large language models.

instruct-eval

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

jsonformer

A Bulletproof Way to Generate Structured JSON from Language Models

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llm-course

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

llm-trainer

Train LLMs by just modifying config files!

long-form-factuality

Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".

medical-chatgpt

Implementation of ChatGPT, but tailored towards primary care medicine, with the reward being able to collect patient histories in a thorough and efficient manner and come up with a reasonable differential diagnosis

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nemo-guardrails

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

open-assistant

open_clip

An open source implementation of CLIP.

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

petals.dev

🌸 Run 100B+ language models at home, BitTorrent-style. Landing page for the project

pyllama

LLaMA: Open and Efficient Foundation Language Models