Timothe Laborie

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commented a paper 28 days ago

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

Paper • 2405.21060 • Published about 1 month ago • 60 •

3

commented a paper 2 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 3 months ago

Why are these models fp32?

5

#2 opened 3 months ago by supercharge19

commented a paper 3 months ago

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

Paper • 2402.17764 • Published Feb 27 • 574 •

139

commented a paper 4 months ago

GPTVQ: The Blessing of Dimensionality for LLM Quantization

Paper • 2402.15319 • Published Feb 23 • 19 •

3

New activity in mistralai/Mistral-7B-v0.1 4 months ago

Fine Tuning for Classification

4

#129 opened 4 months ago by MUHAMMAD-SOHAIL-ZZU

commented 5 papers 5 months ago

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 • 22 •

5

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Paper • 2401.15077 • Published Jan 26 • 17 •

6

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

Paper • 2401.14112 • Published Jan 25 • 17 •

7

commented 4 papers 6 months ago

The Impact of Reasoning Step Length on Large Language Models

Paper • 2401.04925 • Published Jan 10 • 15 •

2

Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models

Paper • 2401.04658 • Published Jan 9 • 24 •

3

Masked Audio Generation using a Single Non-Autoregressive Transformer

Paper • 2401.04577 • Published Jan 9 • 39 •

12

MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8 • 68 •

6

commented a paper 7 months ago

Exponentially Faster Language Modelling

Paper • 2311.10770 • Published Nov 15, 2023 • 117 •

26