Zhen's starred repositories

llm-reasoners

A library for advanced large language model reasoning

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AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

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StableLM

StableLM: Stability AI Language Models

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

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prompt-engine

A library for helping developers craft prompts for Large Language Models

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semantic-kernel

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

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peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

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stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

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langchain

🦜🔗 Build context-aware reasoning applications

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coherence-boosting

Coherence boosting: When your pretrained language model is not paying enough attention (ACL 2022) https://arxiv.org/abs/2110.08294

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lm-evaluation-harness

A framework for few-shot evaluation of language models.

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mutate

A library to synthesize text datasets using Large Language Models (LLM)

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awesome-mlops

A curated list of references for MLOps

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

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natural-instructions

Expanding natural instructions

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few-shot-learning

Few-shot Learning of GPT-3

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graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

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ConPI

Source Code for WSDM 2021 paper, "Modeling Context Pair Interaction for Pairwise Tasks on Graphs"

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leetcode-linghu-templete

算法面试必备,推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

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ohio-state-coe-dissertation-template

LaTeX template for help with writing CSE dissertation at Ohio State University

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pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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language

Shared repository for open-sourced projects from the Google AI Language team.

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tg2021task

Participant Kit for the TextGraphs-15 Shared Task on Explanation Regeneration

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leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

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ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

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