Papers and Datasets on Instruction Tuning and Following. ✨✨✨
☆512Apr 4, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-instruction-learning
Users that are interested in awesome-instruction-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆768Jul 20, 2023Updated 3 years ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,154Jan 4, 2024Updated 2 years ago
- A curated list of awesome instruction tuning datasets, models, papers and repositories.☆345Jun 12, 2023Updated 3 years ago
- Source code of paper 'LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval' (WWW 2023)☆22Aug 28, 2023Updated 2 years ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆1,008May 21, 2025Updated last year
- Datasets for Instruction Tuning of Large Language Models☆261Nov 30, 2023Updated 2 years ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆232Aug 10, 2025Updated last year
- Instruction Tuning with GPT-4☆4,332Jun 11, 2023Updated 3 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,774Aug 4, 2024Updated 2 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,324Jul 17, 2023Updated 3 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,610Mar 27, 2023Updated 3 years ago
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,206Mar 11, 2025Updated last year
- MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following☆16Oct 31, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Paper List for In-context Learning 🌷☆875Oct 8, 2024Updated last year
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,668Apr 20, 2026Updated 3 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆571Nov 13, 2023Updated 2 years ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆135Dec 12, 2023Updated 2 years ago
- Source code of paper 'Open Hierarchical Relation Extraction' (NAACL 2021)☆22Mar 4, 2022Updated 4 years ago
- Latest Advances on Multimodal Large Language Models☆17,978Updated this week
- AllenAI's post-training codebase☆3,832Updated this week
- Demo for advanced Java final project in 18-19 1 of Canghong Jin☆25Nov 18, 2018Updated 7 years ago
- A collection of awesome-prompt-datasets, awesome-instruction-dataset, to train ChatLLM such as chatgpt 收录各种各样的指令数据集, 用于训练 ChatLLM 模型。☆741Jun 17, 2026Updated 2 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren ’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,084Sep 27, 2025Updated 10 months ago
- ☆61Aug 22, 2024Updated last year
- The source code for running LLMs on the AAAR-1.0 benchmark.☆20Apr 5, 2025Updated last year
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,422May 20, 2026Updated 2 months ago
- Toolkit for creating, sharing and using natural language prompts.☆3,029Oct 23, 2023Updated 2 years ago
- ☆2,910Feb 20, 2025Updated last year
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆589Oct 3, 2023Updated 2 years ago
- Aligning Large Language Models with Human: A Survey☆742Sep 11, 2023Updated 2 years ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆2,012Aug 9, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Collection of training data management explorations for large language models☆343Aug 2, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆13,684Updated this week
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,857Jun 17, 2025Updated last year
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆805May 8, 2024Updated 2 years ago
- ☆1,567Jul 2, 2026Updated last month
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,163Updated this week
- Code and data for Koo et al's ACL 2024 paper "Benchmarking Cognitive Biases in Large Language Models as Evaluators"☆23Feb 16, 2024Updated 2 years ago