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rbiswasfc 's Collections
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Synthetic Data Generation
Empowering SLMs

Empowering SLMs

updated Apr 29, 2024

Collection of resources focusing on making Small Language Models (SLMs) better at various tasks

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  • OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

    Paper • 2404.14619 • Published Apr 22, 2024 • 128

  • Scaling Laws for Downstream Task Performance of Large Language Models

    Paper • 2402.04177 • Published Feb 6, 2024 • 19

  • Orca 2: Teaching Small Language Models How to Reason

    Paper • 2311.11045 • Published Nov 18, 2023 • 75

  • Orca-Math: Unlocking the potential of SLMs in Grade School Math

    Paper • 2402.14830 • Published Feb 16, 2024 • 26

  • Specialized Language Models with Cheap Inference from Limited Domain Data

    Paper • 2402.01093 • Published Feb 2, 2024 • 48

  • How to Train Data-Efficient LLMs

    Paper • 2402.09668 • Published Feb 15, 2024 • 43
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