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upvoted 5 papers 5 months ago

Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients

Paper • 2406.17660 • Published Jun 25 • 5

An Image is Worth 32 Tokens for Reconstruction and Generation

Paper • 2406.07550 • Published Jun 11 • 55

Make It Count: Text-to-Image Generation with an Accurate Number of Objects

Paper • 2406.10210 • Published Jun 14 • 76

Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21 • 28

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Paper • 2406.06525 • Published Jun 10 • 64

upvoted 3 papers 6 months ago

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 602

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23 • 39

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 108