Alternatives and similar repositories for trl:

Users that are interested in trl are comparing it to the libraries listed below

• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆16,978Updated this week
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,567Updated last year
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆11,119Updated last month
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,168Updated 7 months ago
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,178Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,522Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆7,474Updated this week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆15,064Updated this week
• 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…
  ☆6,021Updated 4 months ago
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆11,109Updated this week
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆4,896Updated last month
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,799Updated 10 months ago
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,239Updated last year
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆9,592Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆7,353Updated this week
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,113Updated 8 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,749Updated 6 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆33,809Updated this week
• microsoft / LMOps
  General technology for enabling AI capabilities w/ LLMs and MLLMs
  ☆3,797Updated last week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,113Updated last week
• microsoft / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,220Updated last week
• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,253Updated 10 months ago
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆11,197Updated this week
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,620Updated this week
• FlagOpen / FlagEmbedding
  Retrieval and Retrieval-augmented LLMs
  ☆8,237Updated this week
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆5,981Updated 9 months ago
• Instruction-Tuning-with-GPT-4 / GPT-4-LLM
  Instruction Tuning with GPT-4
  ☆4,254Updated last year
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆8,910Updated this week
• pytorch / torchtune
  PyTorch native post-training library
  ☆4,703Updated this week