Reproduction and exploration of QBB-based low-bit LLM quantization on TinyLlama, with 2-bit/4-bit experiments and WikiText-2 PPL evaluation.
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Apr 5, 2026 - Python
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wikitext-2
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A custom BERT2BERT transformer for text summarization, built in MLX for full MacBook compatibility for both training and inference.
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Aug 26, 2025 - Python
Reproducible LoRA useful-rank diagnostics from activation-whitened early-gradient spectra, with theory, controlled simulations, GPT-2/WikiText-2 validation, and Zenodo data artifacts.
transformers lora random-matrix-theory peft gpt-2 low-rank-adaptation wikitext-2 effective-rank reproducible-ml rank-allocation activation-whitening gradient-spectra
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Jun 30, 2026 - Python
HLSTM Model
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Oct 18, 2023 - Jupyter Notebook
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