yizhongw / self-instructLinks
Aligning pretrained language models with instruction data generated by themselves.
☆4,563Updated 2 years ago
Alternatives and similar repositories for self-instruct
Users that are interested in self-instruct are comparing it to the libraries listed below
Sorting:
- Instruction Tuning with GPT-4☆4,341Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,763Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,932Updated last year
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,796Updated 2 years ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,909Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,807Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,613Updated 2 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,738Updated last year
- LLaMA: Open and Efficient Foundation Language Models☆2,799Updated 2 years ago
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,951Updated 2 years ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,072Updated 2 years ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,056Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,016Updated 8 months ago
- Alpaca dataset from Stanford, cleaned and curated☆1,581Updated 2 years ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,505Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,093Updated 6 months ago
- Toolkit for creating, sharing and using natural language prompts.☆2,987Updated 2 years ago
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,166Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,809Updated 6 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,096Updated 2 years ago
- 4 bits quantization of LLaMA using GPTQ☆3,078Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,222Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,238Updated 2 weeks ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,932Updated 4 months ago
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,996Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,702Updated last month
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,537Updated 2 years ago
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,696Updated last year
- Instruct-tune LLaMA on consumer hardware☆18,990Updated last year
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,137Updated 2 years ago