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upvoted a paper 10 days ago

DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

Paper • 2602.02016 • Published 16 days ago • 12

upvoted a paper 3 months ago

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

Paper • 2512.00956 • Published Nov 30, 2025 • 23

upvoted a paper 5 months ago

Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization

Paper • 2509.23202 • Published Sep 27, 2025 • 29

upvoted 4 papers 9 months ago

Unified Scaling Laws for Compressed Representations

Paper • 2506.01863 • Published Jun 2, 2025 • 19

Efficient Data Selection at Scale via Influence Distillation

Paper • 2505.19051 • Published May 25, 2025 • 4

SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models

Paper • 2505.17967 • Published May 23, 2025 • 17

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20, 2025 • 78

updated a dataset 12 months ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 14 • 1

liked a dataset 12 months ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 14 • 1

published a dataset about 1 year ago

ISTA-DASLab/Panza-emails

Viewer • Updated Feb 26, 2025 • 526 • 14 • 1

authored 4 papers about 1 year ago

Accurate Neural Network Pruning Requires Rethinking Sparse Optimization

Paper • 2308.02060 • Published Aug 3, 2023 • 1

How Well Do Sparse Imagenet Models Transfer?

Paper • 2111.13445 • Published Nov 26, 2021 • 1

SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks

Paper • 2302.04852 • Published Feb 9, 2023

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2

upvoted 3 papers about 1 year ago

Panza: A Personalized Text Writing Assistant via Data Playback and Local Fine-Tuning

Paper • 2407.10994 • Published Jun 24, 2024 • 2

HALO: Hadamard-Assisted Lossless Optimization for Efficient Low-Precision LLM Training and Fine-Tuning

Paper • 2501.02625 • Published Jan 5, 2025 • 15

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Paper • 2502.05003 • Published Feb 7, 2025 • 44

upvoted a paper over 1 year ago

Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders

Paper • 2410.22366 • Published Oct 28, 2024 • 84

liked 2 models about 2 years ago

ahxt/LiteLlama-460M-1T

Text Generation • Updated Jan 8, 2024 • 704 • 168

meta-llama/Llama-2-7b-hf

Text Generation • 7B • Updated Apr 17, 2024 • 453k • 2.27k