Alternatives and similar repositories for self-instruct

Users that are interested in self-instruct are comparing it to the libraries listed below

• Instruction-Tuning-with-GPT-4 / GPT-4-LLM
  Instruction Tuning with GPT-4
  ☆4,308Updated 2 years ago
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,741Updated 6 months ago
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,882Updated last year
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,500Updated last year
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,073Updated 9 months ago
• FranxYao / chain-of-thought-hub
  Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
  ☆2,733Updated 10 months ago
• young-geng / EasyLM
  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…
  ☆2,479Updated 10 months ago
• henrywoo / pyllama
  LLaMA: Open and Efficient Foundation Language Models
  ☆2,802Updated last year
• PhoebusSi / Alpaca-CoT
  We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…
  ☆2,752Updated last year
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,667Updated last year
• FreedomIntelligence / LLMZoo
  ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
  ☆2,944Updated last year
• lucidrains / toolformer-pytorch
  Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
  ☆2,034Updated 10 months ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,873Updated 2 months ago
• bigscience-workshop / promptsource
  Toolkit for creating, sharing and using natural language prompts.
  ☆2,882Updated last year
• qwopqwop200 / GPTQ-for-LLaMa
  4 bits quantization of LLaMA using GPTQ
  ☆3,057Updated 11 months ago
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,917Updated 10 months ago
• AetherCortex / Llama-X
  Open Academic Research on Improving LLaMA to SOTA LLM
  ☆1,618Updated last year
• microsoft / LMOps
  General technology for enabling AI capabilities w/ LLMs and MLLMs
  ☆4,031Updated last week
• gururise / AlpacaDataCleaned
  Alpaca dataset from Stanford, cleaned and curated
  ☆1,556Updated 2 years ago
• project-baize / baize-chatbot
  Let ChatGPT teach your own chatbot in hours with a single GPU!
  ☆3,170Updated last year
• THUDM / P-tuning-v2
  An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
  ☆2,042Updated last year
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,498Updated last year
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,771Updated 5 months ago
• EleutherAI / pythia
  The hub for EleutherAI's work on interpretability and learning dynamics
  ☆2,542Updated last week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,906Updated 11 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,142Updated this week
• THUDM / GLM-130B
  GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
  ☆7,680Updated last year
• xlang-ai / instructor-embedding
  [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
  ☆1,966Updated 5 months ago
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,421Updated 2 weeks ago
• google-research / FLAN
  ☆1,525Updated this week