jitingxu1 Goto Github PK

alpaca-lora

Instruct-tune LLaMA on consumer hardware

awesome-llm-kg

Awesome papers about unifying LLMs and KGs

awesome-llm-learning-path

My AI Learning Path: Reading and coding my way to mastery.

awesome-retrival

Tune different parsers, embeddings, and chunking strategies for better retrieval

awesome-rlhf

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

deploy_model

deploy simple model to cloud

distilling-step-by-step

eks-gpu-autoscaling

GPU Auto Scaling based on Prometheus custom metric on EKS

fastapi-best-practices

FastAPI Best Practices and Conventions we used at our startup

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

ibis

the portable Python dataframe library

ibis-birdbrain

portable Python ML-powered data bot

ibis-ml

IbisML is a library for building scalable ML pipelines using Ibis.

llama-hub

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

llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

methods2test

methods2test is a supervised dataset consisting of Test Cases and their corresponding Focal Methods from a set of Java software repositories

ml4se

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

openai-cookbook

Examples and guides for using the OpenAI API

retrieve-augmented-generation-demo

santacoder-distillation-step-by-step

Create a distilled model of SantaCoder with flan-t5-small on the stack dataset: moonscript

starcoder

Home of StarCoder: fine-tuning & inference!

synthetic-mortgage-data

transformers-bloom-inference

Fast Inference Solutions for BLOOM

txt-summarization

unit-test-code-gen

vllm

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