Michael Goin

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upvoted a paper 8 days ago

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

Paper • 2405.03594 • Published 9 days ago • 5

upvoted a collection about 2 months ago

Sparse Foundational Llama 2 Models

Collection

Sparse pre-trained and fine-tuned Llama models made by Neural Magic + Cerebras • 25 items • Updated 21 minutes ago • 4

upvoted a collection 2 months ago

Compressed LLMs for nm-vllm

Collection

LLMs compressed using SparseGPT and GPTQ for optimized inference with nm-vllm https://github.com/neuralmagic/nm-vllm • 17 items • Updated 5 days ago • 5

upvoted a collection 4 months ago

DeepSparse Sparse LLMs

Collection

Useful LLMs for DeepSparse where we've pruned at least 50% of the weights! • 10 items • Updated Mar 19 • 4

upvoted a collection 7 months ago

LLM Leaderboard best models ❤️‍🔥

Collection

A daily uploaded list of models with best evaluations on the LLM leaderboard: • 69 items • Updated about 7 hours ago • 300

upvoted 2 papers 7 months ago

NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 13

Sparse Finetuning for Inference Acceleration of Large Language Models

Paper • 2310.06927 • Published Oct 10, 2023 • 14

upvoted a collection 7 months ago

Sparse Finetuning MPT

Collection

Explore our breakthrough in sparse fine-tuning LLMs! Our novel method maintains downstream accuracy even with >70% sparsity. • 13 items • Updated Mar 19 • 3

upvoted a paper 8 months ago

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

Paper • 2203.07259 • Published Mar 14, 2022 • 3

upvoted a paper 9 months ago

Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Paper • 2308.07317 • Published Aug 14, 2023 • 22