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Vadim Karpenko

jrell
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liked a model 19 days ago
MrDragonFox/mOrpheus_3B-1Base_early_preview
upvoted a paper 3 months ago
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading
reacted to schuler's post with šŸ”„ 3 months ago
šŸ“¢ 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. šŸ”‘ Key Findings: ā€¢ 77% parameter reduction. ā€¢ Maintained model capabilities. ā€¢ 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
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