BYOAIK (Bring Your Own AI Key) is a directory of AI tools that run on your own API key.

Unsloth

Fine-tune open models on your own GPU, with the training data and the weights never leaving it.

Website Source code

Category:
Fine-Tuning and Training
Maintenance:
Actively developed (last commit today)
Pricing:
Open Source
Open source:
Yes (Apache-2.0)
Self-hostable:
Yes
Local-first:
Yes
Platforms:
CLI, Self-hosted, Local-only, Docker
AI providers (bring your own key):
Ollama, Custom / OpenAI-compatible
API key storage:
No cloud key required for local model
Key risk level:
LOW
Trust score:
87/100

Unsloth makes LoRA, QLoRA and full fine-tuning of open models substantially faster and less VRAM-hungry than a stock Hugging Face loop, which is what puts fine-tuning within reach of one consumer GPU. There is no API key anywhere in the picture: the base weights, your training data and the resulting adapter all stay on hardware you control, which matters because training data is usually the most sensitive material anyone puts near a model. Apache-2.0, and the most-starred project of its kind.

Why this trust score (87/100)

Trust measures how the tool treats your API key and how much of that has been verified. It contains no popularity signal.

  • Key Safety 25/25: No cloud key is needed at all. The model runs locally.
  • Request Routing 17/20: Requests go straight from you to the AI provider.
  • Transparency 20/20: Source is public under Apache-2.0, so anyone can check how the key is handled.
  • Privacy 14/15: Local-first: it works without sending your data anywhere. Can be self-hosted, so the data path stays inside infrastructure you control.
  • Maintenance 10/10: Actively developed, with commits within the last three months.
  • Verification Confidence 1/10: Compiled from public documentation by an AI-assisted pass, not independently confirmed.

What was checked

Verification tier RESEARCH_ASSISTED, derived from the evidence below and not set by hand.

  • [REPORTED · RESEARCH] This listing was compiled by an AI-assisted research pass over the tool's public website, README and documentation. No person independently confirmed it.
  • [STRONG · SOURCE_SCAN] Supports a local model backend, so it can run with no cloud provider key at all. source
  • [CONFIRMED · SOURCE_SCAN] Most recent commit 2026-09-08, about 0 month(s) ago. source

How your API key is handled

Key handling varies. Requests are sent directly to the AI provider. Because it can be self-hosted, your key never has to touch a third-party backend.

Setup

Add your provider API key in settings and choose a model.