AlexandruBurlacu

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

ARES

dspy

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

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

gpt-researcher

GPT based autonomous agent that does online comprehensive research on any given topic

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

tinyzero

Easily train AlphaZero-like agents on any environment you want!

gpt-crawler

Crawl a site to generate knowledge files to create your own custom GPT from a URL

Awesome-Dataset-Distillation

Awesome Dataset Distillation Papers

sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

camelot

A Python library to extract tabular data from PDFs

yake

Single-document unsupervised keyword extraction

docTTTTTquery

docTTTTTquery document expansion model

lm-question-generation

Multilingual/multidomain question generation datasets, models, and python library for question generation.

fzf

:cherry_blossom: A command-line fuzzy finder

dataset-distillation

Dataset Distillation

auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

tree-of-thoughts

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

HIR

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

vicuna-react-lora

An experiment of finetuning Vicuna with ReAct instructions

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

dendromap

Interactively and visually explore large-scale image datasets used in machine learning using treemaps. VIS 2022

professional-services

Common solutions and tools developed by Google Cloud's Professional Services team. This repository and its contents are not an officially supported Google product.

pyschedule

pyschedule - resource scheduling in python

stockflow

simple system dynamics in python - wrapper around scipy odeint using stocks and flows