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Zinan Lin's starred repositories

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

Language:C#MIT18653 242 2385

consistency_models

Official repo for consistency models.

Language:PythonMIT5978 59 49

agents

An Open-source Framework for Autonomous Language Agents

Language:PythonApache-2.04588 59 68

latent-consistency-model

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Language:PythonMIT4138 62 89

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.

Language:PythonMIT4001 32 97

learn2learn

A PyTorch Library for Meta-learning Research

Language:PythonMIT2557 32 256

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

Language:Jupyter NotebookMIT2391 38 34

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

Language:PythonMIT1942 44 141

Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

1844 48 3

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

Language:PythonApache-2.01692 31 1017

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Language:PythonApache-2.01575 28 108