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Discover the best community collections!

Collections including paper arxiv:2405.14860

efficient inference

Hydragen: High-Throughput LLM Inference with Shared Prefixes

Paper • 2402.05099 • Published Feb 7, 2024 • 20
Ouroboros: Speculative Decoding with Large Model Enhanced Drafting

Paper • 2402.13720 • Published Feb 21, 2024 • 7
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 32
Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19, 2024 • 153

about 1 month ago

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13, 2024 • 14
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 25
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

🔍 Interpretability & Analysis of LMs

Outstanding research in LM interpretability and evaluation, summarized

about 20 hours ago

A Close Look at Decomposition-based XAI-Methods for Transformer Language Models

Paper • 2502.15886 • Published 21 days ago • 1
We Can't Understand AI Using our Existing Vocabulary

Paper • 2502.07586 • Published about 1 month ago • 10
Position-aware Automatic Circuit Discovery

Paper • 2502.04577 • Published Feb 7 • 1
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution

Paper • 2501.18887 • Published Jan 31 • 1

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