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aimc-hwa-replication
aimc-hwa-replication PublicReplication of IBM Research's "Hardware-Aware Training" (Rasch et al., 2023). Achieves SOTA drift resilience (ISO-Accuracy @ 1 Year) for BERT and WideResNet on Analog In-Memory Computing (AIMC) sim…
Jupyter Notebook 1
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does-quantization-kill-interpretability
does-quantization-kill-interpretability PublicDoes Quantization Kill Interpretability? Scaling study across 5 models (124M-2.8B): RTN destroys induction heads in small models, GPTQ preserves them at all scales.
Python 1
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gptq-from-scratch
gptq-from-scratch PublicGPTQ post-training quantization from scratch — GPT-2, OPT, LLaMA support
Jupyter Notebook 1
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