Guille Pérez-Torró

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upvoted a paper about 16 hours ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20, 2024 • 90

upvoted a collection 7 days ago

4bit Instruct Models

Collection

18 items • Updated 22 days ago • 28

upvoted an article 7 days ago

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Article

Tutorial: Quantizing Llama 3+ Models for Efficient Deployment

By •

Dec 15, 2024

• 4

upvoted a paper 9 days ago

Matryoshka Quantization

Paper • 2502.06786 • Published 16 days ago • 29

upvoted an article 20 days ago

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Article

Unleashing the Power of Unsloth and QLora:Redefining Language Model Fine-Tuning

By •

Jan 19, 2024

• 13

upvoted an article 27 days ago

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Article

Selene 1 Mini: the best small language model-as-a-judge

By and 10 others •

28 days ago

• 12

upvoted an article about 1 month ago

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Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 149

upvoted a paper 3 months ago

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

Paper • 2406.12925 • Published Jun 14, 2024 • 24

upvoted a collection 4 months ago

SmolLM2

Collection

State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 16 items • Updated 6 days ago • 240

upvoted a paper 4 months ago

HelpSteer2-Preference: Complementing Ratings with Preferences

Paper • 2410.01257 • Published Oct 2, 2024 • 23

upvoted an article 4 months ago

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Article

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

By and 4 others •

Oct 17, 2024

• 55

upvoted 3 articles 5 months ago

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Article

🪆 Introduction to Matryoshka Embedding Models

Feb 23, 2024

• 78

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Article

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

By •

Jul 22, 2024

• 5

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Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22, 2024

• 74

upvoted 2 articles 7 months ago

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Article

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

Jul 23, 2024

• 228

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Article

Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

By •

Jul 29, 2024

• 285

upvoted 2 collections 7 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 Jan 6 • 127

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 • 24

upvoted a paper 8 months ago

Nomic Embed: Training a Reproducible Long Context Text Embedder

Paper • 2402.01613 • Published Feb 2, 2024 • 15

upvoted a collection 8 months ago

Instruction Pre-Training

Collection

8 items • Updated Jun 21, 2024 • 26