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

upvoted a collection about 19 hours ago
Unsloth 4-bit Dynamic Quants
updated a collection 3 days ago
Reasoning LLMs
liked a model 4 days ago
unsloth/Llama-3.1-Storm-8B-bnb-4bit
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guishe's activity

upvoted an article 23 days ago
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Article

Tutorial: Quantizing Llama 3+ Models for Efficient Deployment

4
upvoted 2 articles about 1 month ago
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Article

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

13
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Selene 1 Mini: the best small language model-as-a-judge

By AtlaAI and 10 others
12
upvoted an article about 2 months ago
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Train 400x faster Static Embedding Models with Sentence Transformers

159
upvoted an article 5 months ago
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How to build a custom text classifier without days of human labeling

By sdiazlor and 4 others
55
upvoted 3 articles 6 months ago
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🪆 Introduction to Matryoshka Embedding Models

86
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Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

5
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Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

77
upvoted 2 articles 7 months ago
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Article

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

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Fine-tune Llama 3.1 Ultra-Efficiently with Unsloth

By mlabonne
293