On Pretraining for Project-Level Code Completion
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2510.13697
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Published
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6
Moses Njoroge Muchiri
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NEW RESEARCH MODEL: https://huggingface.co/vanta-research/atom-v1-preview-4b
We are excited to share our Atom V1 4B Preview model! This fine tuned Gemma3 4B variant has a distinct, friendly, and exploratory persona - designed to help the user think and reflect.
Atom is trained to ask questions, use approachable, yet relatable analogies in ELI5-style explanations, and engage in deep, reflective conversation.
We plan to scale Atom's persona to larger architectures, and this iteration was created as part of that R&D.
Any and all feedback is always welcome as we continue to refine our approach.
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