« Mol-R1 » : différence entre les versions

Version du 6 octobre 2025 à 11:35

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Définition

Français

Mol-R1

Anglais

Mol-R1

Framework that enhances molecule discovery by improving reasoning performance and explainability through prior regulation via in-context distillation (PRID) and molecular iterative adaptation (MolA) strategies.

Source

Source : huggingface

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 == Définition ==
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+<!--Cadre qui améliore la découverte de molécules en améliorant les performances de raisonnement et l'explicabilité grâce à la régulation préalable via la distillation en contexte (PRID) et les stratégies d'adaptation moléculaire itérative (MolA).-->
 == Français ==
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 '''Mol-R1'''
- Mol-R1 framework enhances molecule discovery by improving reasoning performance and explainability through PRID and MoIA strategies.
+'' Framework that enhances molecule discovery by improving reasoning performance and explainability through prior regulation via in-context distillation (PRID) and molecular iterative adaptation (MolA) strategies.''
- A framework that enhances the reasoning capabilities of large language models for molecule discovery. The work addresses the challenge of generating molecular structures from text descriptions while providing clear, step-by-step reasoning that mimics how chemists think about molecular design. This approach aims to make AI-driven molecule discovery more transparent and reliable for applications in drug development and materials science.
-Mol-R1, an effective framework for bringing explicit reasoning capabilities to molecule discovery tasks. By combining expert-guided data generation with iterative training, the method successfully creates models that can both generate accurate molecular structures and provide interpretable reasoning traces.

« Mol-R1 » : différence entre les versions