Train transformer language models with reinforcement learning.
☆19,733Nov 13, 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:
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆24,224Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,151Nov 3, 2026Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,886Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,757Jan 8, 2024Updated 2 years ago
- Fast and memory-efficient exact attention☆25,292Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Fully open reproduction of DeepSeek-R1☆26,477Oct 26, 2026Updated 2 weeks ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆76,028Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,327Updated this week
- Ongoing research training transformer models at scale☆18,390Updated this week
- A modular RL library to fine-tune language models to human preferences☆2,401Mar 1, 2024Updated 2 years ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆96,876Updated this week
- A framework for few-shot evaluation of language models.☆14,463Nov 4, 2026Updated last week
- Robust recipes to align language models with human and AI preferences☆5,712Sep 23, 2026Updated last month
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆16,101Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,942Updated this week
- slime is an LLM training framework for RL Scaling.☆8,820Nov 5, 2026Updated last week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,551May 1, 2026Updated 6 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆38,818Updated this week
- Large Language Model Text Generation Inference☆10,876Mar 21, 2026Updated 7 months ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆168,947Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆25,079Aug 12, 2024Updated 2 years ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,221Jul 17, 2024Updated 2 years ago
- Example models using DeepSpeed☆6,845Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,242Sep 21, 2026Updated last month
- Accessible large language models via k-bit quantization for PyTorch.☆8,538Nov 2, 2026Updated last week
- Reference implementation for DPO (Direct Preference Optimization)☆2,924Aug 11, 2024Updated 2 years ago
- Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more.☆79,435Updated this week
- EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL☆5,214Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,067Jun 10, 2024Updated 2 years ago
- Go ahead and axolotl questions☆12,691Updated this week
- Inference code for Llama models☆59,625Jan 26, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,916Oct 16, 2026Updated 3 weeks ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Tools for merging pretrained large language models.☆7,453Oct 31, 2026Updated last week
- AllenAI's post-training codebase☆3,936Updated this week
- Minimal reproduction of DeepSeek R1-Zero☆13,258Feb 27, 2026Updated 8 months ago
- Instruct-tune LLaMA on consumer hardware☆18,883Jul 29, 2024Updated 2 years ago
- Simple RL training for reasoning☆3,880Dec 23, 2025Updated 10 months ago
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆34,917Updated this week
- Making large AI models cheaper, faster and more accessible☆41,424Updated this week
Are these results useful?