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Fine-tuning & Training

Libraries and services for fine-tuning, training and aligning models.

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Unsloth

Faster, lower-memory fine-tuning of LLMs.

FreeNo auth

Axolotl

Streamlined tool for fine-tuning many LLM architectures.

FreeNo auth

LLaMA-Factory

Unified fine-tuning of 100+ LLMs with a web UI.

FreeNo auth

Hugging Face PEFT

Parameter-efficient fine-tuning methods.

FreeNo auth

Hugging Face TRL

Library for SFT, DPO and RL training of language models.

FreeNo auth

torchtune

PyTorch-native library for fine-tuning LLMs.

FreeNo auth

DeepSpeed

Distributed training and inference optimization library.

FreeNo auth

OpenAI Fine-tuning

Fine-tune OpenAI models through the API.

PaidAPI key

Together AI Fine-tuning

Managed fine-tuning of open models.

PaidAPI key

Fireworks Fine-tuning

Fine-tune and deploy LoRA models.

PaidAPI key

Mistral Fine-tuning

Fine-tune Mistral models via API.

PaidAPI key

Predibase

Fine-tuning and serving platform for LoRA models.

PaidAPI key

OpenPipe

Distill and fine-tune models from production logs.

PaidAPI key

Tinker

Thinking Machines' fine-tuning API.

PaidAPI key

OpenRLHF

Open-source RLHF framework.

FreeNo auth

verl

RL training library for LLMs.

FreeNo auth