Implementation of LION gradient optimizer.
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Updated
Aug 15, 2025 - Python
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lion-optimizer
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Homemade Copilot: Fine-tune LLM through LoftQ initialization and QLoRA-style training for code generation.
pytorch huggingface-transformers huggingface-accelerate huggingface-datasets huggingface-peft gradiio 8bit-optimizer lion-optimizer paged-optimizer
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Feb 5, 2024 - Jupyter Notebook
Super-Convergence on CIFAR10
sophia cifar10 lion second-order-optimization adamw super-convergence weight-decay sharpness-aware-minimization madgrad large-batch-optimization lion-optimizer
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Jun 17, 2024 - Python
A feature-packed Logistic Regression engine built from the ground up using NumPy. This implementation handles the entire ML pipeline from "Data Janitor" cleaning and normalization to "Architect" level optimizations.
python data-science machine-learning numpy classification logistic-regression regularization gradient-descent data-preprocessing from-scratch optimization-algorithms multiclass-classification adam-optimizer lion-optimizer
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Apr 20, 2026 - Jupyter Notebook
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