chatglm 6b finetuning and alpaca finetuning
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Updated
Mar 9, 2025 - Python
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ia3
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Fine-tuned chemical language model for predicting molecular lipophilicity in drug design. Explores parameter-efficient fine-tuning strategies (LoRA, BitFit, IA3), layer freezing techniques, and influence-based data selection. Balances accuracy and computational efficiency for molecular property prediction tasks.
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Mar 30, 2025 - Python
Elixir port of HuggingFace's PEFT (Parameter-Efficient Fine-Tuning) library. Implements LoRA, AdaLoRA, IA3, prefix tuning, prompt tuning, and 30+ state-of-the-art PEFT methods for efficient neural network adaptation. Built for the BEAM ecosystem with native Nx/Axon integration.
machine-learning elixir deep-learning beam transformers neural-networks adapters lora axon nx fine-tuning peft huggingface prompt-tuning llm prefix-tuning adalora parameter-efficient-fine-tuning ia3 nshkr-ai-infra
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Jan 1, 2026 - Jupyter Notebook
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