What are the key features of Unsloth?
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Answers ( 2 )
Unsloth's key features include:
- **Speed and Efficiency**: Training speeds can be up to 30x faster than benchmarks like Flash Attention 2 (FA2), with significant reductions in memory usage (up to 90%).
- **GPU Compatibility**: Supports NVIDIA, AMD, and Intel GPUs, making it versatile for different hardware setups.
- **Accuracy**: Optimized models do not lose accuracy; some versions (e.g., Enterprise) claim a 30% improvement.
- **Community Support**: Active engagement on GitHub, Discord, and LinkedIn for user collaboration and support.
Unsloth claims:
- **Training Speed**: Up to 30x faster than FA2 (Enterprise), 2x faster in the free version.
- **Memory Reduction**: Up to 80% less memory usage.
- **Accuracy**: No loss in free version; Enterprise improves accuracy by 30%.
- **Inference**: Enterprise offers 5x faster inference speeds.