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Jerry Liu's Projects

3dexps icon 3dexps

"Interactive 3D Modeling with a Generative Adversarial Network"

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

dahuffman icon dahuffman

Python Module for Huffman Encoding and Decoding

doppel-bot icon doppel-bot

Train a language model to answer Slack messages as you.

goenv icon goenv

:blue_car: Like pyenv and rbenv, but for Go.

insight icon insight

INSIGHT is an autonomous AI that can do medical research!

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llama-hub icon llama-hub

A library of data loaders for LLMs made by the community -- to be used with GPT Index and/or LangChain

llama-recipes icon llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

lmql icon lmql

A query language for programming (large) language models.

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