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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

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Stage

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What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools competes with
Unsloth
vs
LlamaFactory

Choose Unsloth when…

  • •You want the fastest OSS LoRA fine-tuning with minimal GPU memory
  • •You're fine-tuning Llama, Mistral, or Gemma models
  • •Memory constraints are the bottleneck in your training setup

Choose LlamaFactory when…

  • •You need DPO, RLHF, or reward modeling in addition to SFT
  • •You want a no-code web UI for training runs
  • •You're working across many different model families
Field
Unsloth
LlamaFactory
Category
Fine-tuning
Fine-tuning
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Pro: $29/mo
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Stars
⭐ 32,000
⭐ 42,000
Health
—
—
Trajectory
— not enough data
— not enough data

Unsloth

Dramatically speeds up LoRA and QLoRA fine-tuning by rewriting GPU kernels. Compatible with HuggingFace and works with Llama, Mistral, Gemma, and more. No accuracy loss.

LlamaFactory

Supports full fine-tuning, LoRA, QLoRA, DPO, RLHF, and reward modeling across 100+ models. Web UI (LlamaBoard) for no-code training. The most feature-complete OSS fine-tuning framework.

Unsloth Website ↗GitHub ↗
LlamaFactory Website ↗GitHub ↗

Shared Connections (2)

AxolotlvLLM

Only Unsloth (3)

LlamaFactoryTorchtunePredibase

Only LlamaFactory (1)

Unsloth
See full comparison in Explore →