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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 26 days ago
Speculator Models
updated a collection about 1 month ago
Models in CI
updated a collection about 1 month 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 2 papers over 1 year ago

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

Paper • 2409.00492 • Published Aug 31, 2024 • 11

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

Paper • 2405.03594 • Published May 6, 2024 • 7
authored a paper about 2 years ago

Sparse Finetuning for Inference Acceleration of Large Language Models

Paper • 2310.06927 • Published Oct 10, 2023 • 15
authored a paper over 2 years ago

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

Paper • 2203.07259 • Published Mar 14, 2022 • 4
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