huggingface / trlLinks
Train transformer language models with reinforcement learning.
☆13,971Updated this week
Alternatives and similar repositories for trl
Users that are interested in trl are comparing it to the libraries listed below
Sorting:
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,598Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆8,771Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆7,064Updated last week
- Fast and memory-efficient exact attention☆17,572Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,446Updated 11 months ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆11,977Updated 5 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,652Updated last year
- Tools for merging pretrained large language models.☆5,754Updated last week
- Large Language Model Text Generation Inference☆10,155Updated this week
- A framework for few-shot evaluation of language models.☆9,069Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,377Updated 2 years ago
- An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & RFT & Dynamic Sampling & Asy…☆6,880Updated this week
- PyTorch native post-training library☆5,217Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆48,531Updated this week
- LAVIS - A One-stop Library for Language-Vision Intelligence☆10,586Updated 6 months ago
- SGLang is a fast serving framework for large language models and vision language models.☆14,667Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,874Updated last year
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,174Updated this week
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,002Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,856Updated last month
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,527Updated this week
- Ongoing research training transformer models at scale☆12,428Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆22,643Updated 9 months ago
- Transformer related optimization, including BERT, GPT☆6,173Updated last year
- verl: Volcano Engine Reinforcement Learning for LLMs☆8,593Updated this week
- Go ahead and axolotl questions☆9,470Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,504Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,289Updated 2 months ago
- Retrieval and Retrieval-augmented LLMs☆9,780Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,060Updated 8 months ago