Unsloth AI

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9 repositories

unsloth
Public
Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
ai llama lora gemma mistral fine-tuning finetuning llm llms qlora
Python
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Apache License 2.0
•1.4k•20k•622•32•Updated Jan 4, 2025Jan 4, 2025
unsloth-zoo
Public
Utils for Unsloth
Python
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GNU Lesser General Public License v3.0
•17•25•1•3•Updated Jan 4, 2025Jan 4, 2025
cut-cross-entropy
Public
Apple's Cut Cross Entropy
Python
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Other
•21•1•0•0•Updated Dec 24, 2024Dec 24, 2024
hyperlearn
Public
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
python data-science machine-learning statistics research deep-learning neural-network gpu optimization scikit-learn
Jupyter Notebook
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Apache License 2.0
•130•1.9k•1•1•Updated Nov 19, 2024Nov 19, 2024
unsloth-studio
Public
Unsloth Studio
Jupyter Notebook
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GNU Affero General Public License v3.0
•16•45•0•0•Updated Nov 4, 2024Nov 4, 2024
llama-models
Public
Utilities intended for use with Llama models.
Python
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Other
•912•3•0•0•Updated Aug 13, 2024Aug 13, 2024
llama.cpp
Public
LLM inference in C/C++
C++
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MIT License
•10k•3•0•0•Updated Jul 12, 2024Jul 12, 2024
gemma_pytorch
Public
The official PyTorch implementation of Google's Gemma models
Python
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Apache License 2.0
•516•2•0•0•Updated Jun 29, 2024Jun 29, 2024
transformers
Public
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Python
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Apache License 2.0
•27k•2•0•0•Updated Mar 19, 2024Mar 19, 2024