Every option in the catalog for when you need to train a model on your own data without a cluster — 3 AI fine-tuning and training frameworks, 3 of them free or freemium, with the pricing tier printed on every row.
Flocci AI Tools lists 3 of them, ordered free tiers first: Axolotl, LLaMA-Factory and Unsloth. Every one of them is free or has a free tier. Each entry states what it uniquely does rather than a score.
3 on this page are marked fully free with no paid plan at all: Axolotl, LLaMA-Factory and Unsloth. The remaining 0 are freemium, trial or paid, and each is labelled with its exact tier so nothing surprises you at sign-up.
Free tools first, then freemium, then trial, then paid, and alphabetically inside each tier. Nobody pays to appear higher: Flocci AI Tools carries no ads, no sponsored slots and no paid listings, so the order reflects price and nothing else.
| Tool | Pricing | Type | Listed for |
|---|---|---|---|
| Axolotl | Free | Fine-Tuning & Training Frameworks | Config-file-driven fine-tuning workflow (YAML) covering LoRA, QLoRA, full fine-tuning, preference tuning and RL |
| LLaMA-Factory | Free | Fine-Tuning & Training Frameworks | Zero-code Web UI (LLaMA Board) for fine-tuning 100+ open models without writing training scripts |
| Unsloth | Free | Fine-Tuning & Training Frameworks | Fine-tunes LLMs, diffusion, TTS and embedding models 2x faster with ~70% less VRAM than standard Hugging Face training |