Guille Pérez-Torró

guishe

AI & ML interests

Information Retrieval, Few-Shot Learning, Named Entity Recognition, Named Entity Disambiguation, Semantic Search, Aspect-based Sentiment Analysis

Recent Activity

updated a collection 21 days ago

Instruct LLMs

updated a collection 21 days ago

Instruct LLMs

updated a collection 22 days ago

NER Encoder-only Models

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guishe's activity

upvoted a paper 26 days ago

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 24

upvoted a collection 2 months ago

SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 15 items • Updated 16 days ago • 197

upvoted a paper 2 months ago

HelpSteer2-Preference: Complementing Ratings with Preferences

Paper • 2410.01257 • Published Oct 2, 2024 • 21

upvoted 2 articles 3 months ago

Article

How to build a custom text classifier without days of human labeling

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Oct 17, 2024

• 55

Article

🪆 Introduction to Matryoshka Embedding Models

Feb 23, 2024

• 63

upvoted 2 articles 4 months ago

Article

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

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Jul 22, 2024

• 4

Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22, 2024

• 70

upvoted a collection 5 months ago

4bit Instruct Models

Collection

18 items • Updated about 18 hours ago • 26

upvoted 2 articles 5 months ago

Article

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

Jul 23, 2024

• 226

Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

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Jul 29, 2024

• 260

upvoted 2 collections 5 months ago

Zeroshot Classifiers

Collection

These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 12 items • Updated 1 day ago • 118

ReLiK: Retrieve, Read and LinK

Collection

A blazing fast and lightweight Information Extraction model for Entity Linking and Relation Extraction. • 20 items • Updated Dec 4, 2024 • 23

upvoted a paper 6 months ago

Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2, 2024 • 14

upvoted a collection 7 months ago

Instruction Pre-Training

Collection

8 items • Updated Jun 21, 2024 • 26

upvoted 6 papers 7 months ago

Mixture-of-Agents Enhances Large Language Model Capabilities

Paper • 2406.04692 • Published Jun 7, 2024 • 55

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 • 33

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 • 32

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

Paper • 2406.01574 • Published Jun 3, 2024 • 44