Must-read Papers on LLM Agents.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

RewardBench: the first evaluation tool for reward models.

Run Mixtral-8x7B models in Colab or consumer desktops

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

📖 Paper reading list in conversational AI (constantly updating 🤗).

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

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

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHX…

Instruct-tune LLaMA on consumer hardware

A framework for few-shot evaluation of language models.

Awesome-LLM: a curated list of Large Language Model

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

🦜🔗 Build context-aware reasoning applications

A hyperparameter optimization framework

[ACL 2023] Reasoning with Language Model Prompting: A Survey

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

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

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

Paper List for Contrastive Learning for Natural Language Processing

INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions

Fusion-in-Decoder

code for multidoc2dial. ACL-2022 work shop.

《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！🚀

📺 Discover the latest machine learning / AI courses on YouTube.

Example task UIs for Amazon SageMaker Ground Truth