yaodongC / awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
☆1,063Updated 8 months ago
Related projects: ⓘ
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,041Updated 6 months ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,513Updated last month
- ☆1,194Updated this week
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆748Updated last year
- [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…☆858Updated 4 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,561Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,306Updated 5 months ago
- A library for advanced large language model reasoning☆1,124Updated 2 weeks ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,436Updated this week
- Expanding natural instructions☆941Updated 9 months ago
- Alpaca dataset from Stanford, cleaned and curated☆1,493Updated last year
- 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。☆498Updated 5 months ago
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,585Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆810Updated last year
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆758Updated 2 months ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆508Updated 6 months ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,021Updated 8 months ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆1,413Updated last year
- ☆1,456Updated 3 weeks ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆572Updated last month
- LOMO: LOw-Memory Optimization☆974Updated 2 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆860Updated 2 months ago
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆526Updated 11 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆1,764Updated this week
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,381Updated 3 months ago
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,077Updated 8 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆523Updated 10 months ago
- [NIPS2023] RRHF & Wombat☆789Updated 11 months ago
- Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09…☆1,857Updated this week
- Code for fine-tuning Platypus fam LLMs using LoRA☆625Updated 7 months ago