These tools competes with
UnslothvsLlamaFactory
2× faster, 70% less memory LoRA fine-tuning versus Unified fine-tuning for 100+ LLMs
Compare interactively in Explore →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
Side-by-side comparison
Field
Unsloth
LlamaFactory
Category
Fine-tuning
Fine-tuning
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Pro: $29/mo
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GitHub Stars
⭐ 32,000
⭐ 42,000
Health
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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.
Shared Connections2 tools both integrate with
Only Unsloth (3)
LlamaFactoryTorchtunePredibase
Only LlamaFactory (1)
Unsloth
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See how Unsloth and LlamaFactory fit into the bigger picture — 207 tools, 452 relationships, all mapped.