Aligning pretrained language models with instruction data generated by themselves.
☆4,587Mar 27, 2023Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,258Jul 17, 2024Updated last year
- Instruction Tuning with GPT-4☆4,337Jun 11, 2023Updated 2 years ago
- Instruct-tune LLaMA on consumer hardware☆18,961Jul 29, 2024Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Mar 18, 2026Updated last week
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,286Oct 16, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,445Jun 2, 2025Updated 9 months ago
- Train transformer language models with reinforcement learning.☆17,781Updated this week
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,801Dec 12, 2023Updated 2 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,742Jan 8, 2024Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,858Jun 10, 2024Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,478Jun 7, 2025Updated 9 months ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,967Jul 15, 2025Updated 8 months ago
- ☆1,560Mar 18, 2026Updated last week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,932Mar 14, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A framework for few-shot evaluation of language models.☆11,802Mar 18, 2026Updated last week
- Example models using DeepSpeed☆6,807Mar 4, 2026Updated 3 weeks ago
- Toolkit for creating, sharing and using natural language prompts.☆3,007Oct 23, 2023Updated 2 years ago
- Alpaca dataset from Stanford, cleaned and curated☆1,583Mar 7, 2026Updated 2 weeks ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,769Aug 4, 2024Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,610Aug 30, 2023Updated 2 years ago
- Inference code for Llama models☆59,250Jan 26, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,231Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆68,728Mar 18, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Fast and memory-efficient exact attention☆22,938Updated this week
- [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.☆5,559May 21, 2025Updated 10 months ago
- Expanding natural instructions☆1,037Dec 11, 2023Updated 2 years ago
- Retrieval and Retrieval-augmented LLMs☆11,443Mar 10, 2026Updated 2 weeks ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,930Dec 7, 2024Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,832Jun 17, 2025Updated 9 months ago
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,664Jul 25, 2023Updated 2 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,869Mar 18, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆767Jul 20, 2023Updated 2 years ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,493Updated this week
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,647Oct 16, 2024Updated last year
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,812Mar 13, 2024Updated 2 years ago
- Ongoing research training transformer models at scale☆15,744Updated this week
- A modular RL library to fine-tune language models to human preferences☆2,383Mar 1, 2024Updated 2 years ago
- Robust recipes to align language models with human and AI preferences☆5,535Sep 8, 2025Updated 6 months ago