Fine-tuning & training Tools & Software
Fine-tuning & training is part of AI on PulseGate. PulseGate tracks 19 Fine-tuning & training products — most recently flattune.
flattune is a fine-tuning orchestrator for Flatseek knowledge bases.
phronis is an interactive CLI tool for fine-tuning large language models without config files or boilerplate.
llmtune-local enables local fine-tuning of LLMs and image classifiers via browser UI or TUI.
freesolo-flash is a CLI tool for managed LoRA post-training (SFT/GRPO) in Freesolo environments.
flameforge is a CLI tool for fine-tuning large language models with a TUI interface.
unsloth-cli is a CLI tool that simplifies fine-tuning models with Unsloth agents.
Agentic LoRA fine-tuning CLI tool wrapping ostris/ai-toolkit.
longhaul is a CLI tool for preparing and training MLX fine-tunes locally.
geoffrey-llm is a toolkit for LLM fine-tuning, inference optimization, and agent development.
autoresearch is a browser-based tool for training small language models using WebGPU and AI code generation.
Doc-to-LoRA generates LoRA adapters from documents or text for rapid LLM fine-tuning and knowledge updates.
nvidia-nat-nemo-customizer is a Python package for integrating NeMo Customizer into the NeMo Agent Toolkit for AI model fine-tuning.
praisonai-train is a CLI tool for LLM fine-tuning and iterative agent training.

Zagora is a web platform for fine-tuning large language models using QLoRA adapters on custom datasets.
microgpt Playground enables users to build, fine-tune, and use language models directly in the browser.
FunctionGemma Tuning Lab provides a web interface for collaborative fine-tuning of AI models with request queuing.

Axolotl is an open-source CLI tool for fine-tuning large language models across multiple AI architectures.
xTuring is an open-source library for building and personalizing large language models (LLMs).
Consistence Edit Lora is an open-source LoRA model for image restoration and editing tasks.