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Jan 3
Jan 3
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Collections including paper arxiv:2401.00368
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Jul 1
Jul 1
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Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
Paper • 2401.00448 • Published • 27 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models
Paper • 2401.06951 • Published • 24 -
The Unreasonable Ineffectiveness of the Deeper Layers
Paper • 2403.17887 • Published • 77
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Jan 2
Jan 2
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Jun 19
Jun 19
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Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 53 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 178 -
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 257
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Jan 2
Jan 2
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Jun 27
Jun 27
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Dense X Retrieval: What Retrieval Granularity Should We Use?
Paper • 2312.06648 • Published • 1 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 79 -
Text Embeddings Reveal (Almost) As Much As Text
Paper • 2310.06816 • Published • 1 -
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Paper • 2401.08406 • Published • 37
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7 days ago
7 days ago
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A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
Paper • 2312.08578 • Published • 16 -
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks
Paper • 2312.08583 • Published • 9 -
Vision-Language Models as a Source of Rewards
Paper • 2312.09187 • Published • 11 -
StemGen: A music generation model that listens
Paper • 2312.08723 • Published • 47
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Aug 31
Aug 31
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GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 182 -
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
Paper • 2312.02969 • Published • 12 -
Axiomatic Preference Modeling for Longform Question Answering
Paper • 2312.02206 • Published • 7 -
Alignment for Honesty
Paper • 2312.07000 • Published • 11
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2 days ago
2 days ago
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Jun 4
Jun 4
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Paper • 2211.05100 • Published • 28 -
CsFEVER and CTKFacts: Acquiring Czech data for fact verification
Paper • 2201.11115 • Published -
Training language models to follow instructions with human feedback
Paper • 2203.02155 • Published • 14 -
FinGPT: Large Generative Models for a Small Language
Paper • 2311.05640 • Published • 27