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Vadim Karpenko

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upvoted a paper 3 days ago

HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

reacted to schuler's post with 🔥 15 days ago

📢 New Research Alert: Making Language Models Smaller & Smarter! Thrilled to share the latest technical report demonstrating how to reduce language model parameters by 77% while maintaining performance. The secret? Grouped pointwise convolutions. Yes. We brought a method from computer vision to the transformers arena. 🔑 Key Findings: • 77% parameter reduction. • Maintained model capabilities. • Improved generalization. Paper: https://www.researchgate.net/publication/388835829_SAVING_77_OF_THE_PARAMETERS_IN_LARGE_LANGUAGE_MODELS_TECHNICAL_REPORT Code: https://github.com/joaopauloschuler/less-parameters-llm

upvoted a collection about 2 months ago

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