Timothe Laborie

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commented a paper about 19 hours ago

BitNet a4.8: 4-bit Activations for 1-bit LLMs

Paper • 2411.04965 • Published 2 days ago • 50 •

3

New activity in huggingface/HuggingDiscussions about 1 month ago

[FEEDBACK] Daily Papers

89

#32 opened 5 months ago by kramp

commented a paper about 1 month ago

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1 • 143 •

17

New activity in mistralai/Mistral-7B-v0.1 about 1 month ago

Fine Tuning for Classification

6

#129 opened 9 months ago by MUHAMMAD-SOHAIL-ZZU

New activity in madbuda/triton-windows-builds 3 months ago

triton 3

2

#3 opened 3 months ago by timothelaborie

commented a paper 5 months ago

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31 • 63 •

3

commented a paper 6 months ago

Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

Paper • 2404.18911 • Published Apr 29 • 29 •

2

New activity in 1bitLLM/bitnet_b1_58-3B 7 months ago

Why are these models fp32?

5

#2 opened 7 months ago by supercharge19

commented 2 papers 8 months ago

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

Paper • 2402.17764 • Published Feb 27 • 602 •

142

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

Paper • 2402.17764 • Published Feb 27 • 602 •

142

commented 8 papers 9 months ago

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

Paper • 2402.17764 • Published Feb 27 • 602 •

142

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

Paper • 2402.17764 • Published Feb 27 • 602 •

142

GPTVQ: The Blessing of Dimensionality for LLM Quantization

Paper • 2402.15319 • Published Feb 23 • 19 •

3

BitDelta: Your Fine-Tune May Only Be Worth One Bit

Paper • 2402.10193 • Published Feb 15 • 17 •

5

TP-Aware Dequantization

Paper • 2402.04925 • Published Jan 15 • 3 •

2

BlackMamba: Mixture of Experts for State-Space Models

Paper • 2402.01771 • Published Feb 1 • 23 •

5

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Paper • 2401.15077 • Published Jan 26 • 18 •

6

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Paper • 2401.15077 • Published Jan 26 • 18 •

6

commented 2 papers 10 months ago

FP6-LLM: Efficiently Serving Large Language Models Through FP6-Centric Algorithm-System Co-Design

Paper • 2401.14112 • Published Jan 25 • 17 •

7

The Impact of Reasoning Step Length on Large Language Models

Paper • 2401.04925 • Published Jan 10 • 15 •

2