NestQuant: Post-Training Integer-Nesting Quantization for On-Device DNN [IEEE TMC 2025]
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Jul 6, 2025 - Python
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quantizations
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Implementation of "Low-Cost and Effective Fault-Tolerance Enhancement Techniques for Emerging Memories-Based Deep Neural Networks." 2021 58th ACM/IEEE Design Automation Conference (DAC).
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Feb 8, 2023 - Python
RAG with Binary Quantization for enhanced performance
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Aug 9, 2025 - Python
Batched QLoRA fine-tuning of FLAN-T5-Large for three-way stance classification, with systematic evaluation of clustering, embedding probes, and full model inference
nlp deep-learning fine-tuning peft text-classificaiton huggingface-transformers machine-learnign llm quantizations flan-t5 qlora
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Aug 22, 2025
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