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Michael Goin's picture
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Michael Goin

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AI & ML interests

LLM inference optimization, compression, quantization, pruning, distillation

Recent Activity

upvoted a collection 10 days ago
Speculator Models
updated a collection 23 days ago
Models in CI
updated a collection 23 days ago
Models in CI
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Neural Magic's profile picture garage-bAInd's profile picture Blog-explorers's profile picture Mistral AI_'s profile picture ZeroGPU Explorers's profile picture NM Testing's profile picture Red Hat AI's profile picture

authored a paper about 1 year ago

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization

Paper β€’ 2409.00492 β€’ Published Aug 31, 2024 β€’ 11
authored a paper over 1 year ago

Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment

Paper β€’ 2405.03594 β€’ Published May 6, 2024 β€’ 7
authored 2 papers about 2 years ago

Sparse Finetuning for Inference Acceleration of Large Language Models

Paper β€’ 2310.06927 β€’ Published Oct 10, 2023 β€’ 15

The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models

Paper β€’ 2203.07259 β€’ Published Mar 14, 2022 β€’ 4
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