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  <div align="center">
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  **Developed by VANTA Research**
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  Atom v1 8B Preview is a fine-tuned language model designed to serve as a collaborative thought partner. Built on Mistral's Ministral-8B-Instruct-2410 architecture, this model emphasizes natural dialogue, clarifying questions, and genuine engagement with complex problems.
 
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  ## Model Details
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  For questions, collaboration inquiries, or commercial licensing:
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  - Organization: VANTA Research
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  - Location: Portland, Oregon
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- - Repository: https://github.com/vanta-research
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  ---
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  **Version:** 1.0.0-preview
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  **Release Date:** November 2025
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- **Status:** Preview release for research and evaluation
 
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+ ---
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+ license: cc-by-nc-2.0
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+ language:
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+ - en
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+ base_model:
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+ - mistralai/Ministral-8B-Instruct-2410
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+ pipeline_tag: text-generation
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+ library_name: transformers
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+ tags:
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+ - alignment
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+ - conversational-ai
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+ - chat
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+ - research
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+ - persona
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+ - personality-ai
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+ - friendly
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+ - reasoning
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+ - chatbot
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+ - vanta-research
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+ - LLM
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+ - collaborative-ai
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+ - frontier
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+ - frontier-alignment
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+ ---
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  <div align="center">
 
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  **Developed by VANTA Research**
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  Atom v1 8B Preview is a fine-tuned language model designed to serve as a collaborative thought partner. Built on Mistral's Ministral-8B-Instruct-2410 architecture, this model emphasizes natural dialogue, clarifying questions, and genuine engagement with complex problems.
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+ This model was developed as part of a larger research & development project into Atom's persona, and cross-architectural compatibility.
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  ## Model Details
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  For questions, collaboration inquiries, or commercial licensing:
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  - Organization: VANTA Research
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  - Location: Portland, Oregon
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+ - Questions, concerns, feedback or other inquiries can be sent to tyler@unmodeledtyler.com
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  ---
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  **Version:** 1.0.0-preview
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  **Release Date:** November 2025
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+ **Status:** Preview release for research and evaluation