Train transformer language models with reinforcement learning.
☆17,781Mar 25, 2026Updated this week
Alternatives and similar repositories for trl
Users that are interested in trl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,841Mar 18, 2026Updated last week
- 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
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,742Jan 8, 2024Updated 2 years ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,097Updated this week
- A modular RL library to fine-tune language models to human preferences☆2,383Mar 1, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆74,135Updated this week
- Fast and memory-efficient exact attention☆22,938Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆69,106Updated this week
- Fully open reproduction of DeepSeek-R1☆25,953Nov 24, 2025Updated 4 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,869Mar 18, 2026Updated last week
- Robust recipes to align language models with human and AI preferences☆5,535Sep 8, 2025Updated 6 months ago
- Ongoing research training transformer models at scale☆15,744Mar 20, 2026Updated last week
- A framework for few-shot evaluation of language models.☆11,802Mar 18, 2026Updated last week
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Large Language Model Text Generation Inference☆10,812Jan 8, 2026Updated 2 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆24,829Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,580Updated this week
- Reference implementation for DPO (Direct Preference Optimization)☆2,868Aug 11, 2024Updated last year
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,256Jul 17, 2024Updated last year
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆24,603Aug 12, 2024Updated last year
- Example models using DeepSpeed☆6,807Mar 4, 2026Updated 3 weeks ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,858Jun 10, 2024Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,059Jan 23, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆158,424Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,078Updated this week
- Unsloth Studio is a web UI for training and running open models like Qwen, DeepSeek, gpt-oss and Gemma locally.☆57,673Updated this week
- Inference code for Llama models☆59,250Jan 26, 2025Updated last year
- A curated list of reinforcement learning with human feedback resources (continually updated)☆4,331Dec 9, 2025Updated 3 months ago
- Instruct-tune LLaMA on consumer hardware☆18,961Jul 29, 2024Updated last year
- Tools for merging pretrained large language models.☆6,895Mar 15, 2026Updated last week
- Simple RL training for reasoning☆3,841Dec 23, 2025Updated 3 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,587Mar 27, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for the paper Fine-Tuning Language Models from Human Preferences☆1,381Jul 25, 2023Updated 2 years ago
- Making large AI models cheaper, faster and more accessible☆41,376Mar 16, 2026Updated last week
- Go ahead and axolotl questions☆11,508Updated this week
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆18,265Mar 3, 2026Updated 3 weeks ago
- Minimal reproduction of DeepSeek R1-Zero☆12,963Feb 27, 2026Updated last month
- AllenAI's post-training codebase☆3,643Updated this week
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.5, DeepSeek-R1, GLM-5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, …☆13,263Mar 20, 2026Updated last week