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upvoted an article 6 days ago

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Article

AutoThink: Adaptive Reasoning for Large Language Models

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May 27, 2025

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8

upvoted a collection 25 days ago

Dataset Mix for Pre-Training SLMs

Collection

11 items • Updated Mar 25, 2025 • 2

upvoted 3 articles about 1 month ago

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Article

The 1 Billion Token Challenge: Finding the Perfect Pre-training Mix

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Nov 3, 2025

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56

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Article

The Optimal Architecture for Small Language Models

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Dec 26, 2025

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111

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Article

SmolLM3: smol, multilingual, long-context reasoner

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Jul 8, 2025

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751

upvoted 2 collections about 2 months ago

Awesome SFT datasets

Collection

A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12, 2024 • 147

Ministral 3

Collection

A collection of edge models, with Base, Instruct and Reasoning variants, in 3 different sizes: 3B, 8B and 14B. All with vision capabilities. • 9 items • Updated Dec 2, 2025 • 149

upvoted an article 2 months ago

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Article

SmolLM - blazingly fast and remarkably powerful

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Jul 16, 2024

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440

upvoted a paper 2 months ago

Craw4LLM: Efficient Web Crawling for LLM Pretraining

Paper • 2502.13347 • Published Feb 19, 2025 • 30

upvoted an article 4 months ago

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Article

Releasing Common Corpus: the largest public domain dataset for training LLMs

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Mar 20, 2024

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32

upvoted a paper 4 months ago

Essential-Web v1.0: 24T tokens of organized web data

Paper • 2506.14111 • Published Jun 17, 2025 • 46

upvoted an article 4 months ago

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Article

🥬 TinyLettuce: Efficient Hallucination Detection with 17–68M Encoders

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Aug 31, 2025

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