Guille Pérez-Torró

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upvoted a paper 19 days ago

Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2 • 14

upvoted a collection about 1 month ago

Instruction Pre-Training

Collection

8 items • Updated Jun 21 • 24

upvoted a paper about 1 month ago

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7 • 50

upvoted 10 papers about 2 months ago

Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

Paper • 2212.14024 • Published Dec 28, 2022 • 3

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 30

DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines

Paper • 2312.13382 • Published Dec 20, 2023 • 3

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 27

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published Jun 3 • 42

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 78

RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

Paper • 2401.18059 • Published Jan 31 • 28

RAGGED: Towards Informed Design of Retrieval Augmented Generation Systems

Paper • 2403.09040 • Published Mar 14 • 1

RAFT: Adapting Language Model to Domain Specific RAG

Paper • 2403.10131 • Published Mar 15 • 65

MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Paper • 2401.15391 • Published Jan 27 • 6

upvoted a paper 3 months ago

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 116

upvoted an article 3 months ago

view article

Article

Synthetic data: save money, time and carbon with open source

Feb 16

• 37

upvoted 2 papers 3 months ago

How faithful are RAG models? Quantifying the tug-of-war between RAG and LLMs' internal prior

Paper • 2404.10198 • Published Apr 16 • 7

EntGPT: Linking Generative Large Language Models with Knowledge Bases

Paper • 2402.06738 • Published Feb 9 • 1

upvoted a paper 4 months ago

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23 • 11

upvoted a paper 5 months ago

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 36

upvoted a paper 6 months ago

Genie: Achieving Human Parity in Content-Grounded Datasets Generation

Paper • 2401.14367 • Published Jan 25 • 6