NovatasticRoScript/Atomight-V2.2-UltraThink-0.5B
NovatasticRoScript/Atomight-V2.2-UltraThink-0.5B is a 0.5 billion parameter causal language model developed by NovatasticRoScript, finetuned from unsloth/qwen2.5-0.5b-instruct-unsloth-bnb-4bit. This model serves as the initial 'teacher model' for the upcoming Atomight-V2.2 series, focusing on foundational reasoning. It was trained using Unsloth and Huggingface's TRL library, enabling faster finetuning. With a 32768 token context length, it is designed to provide a base for more specialized future iterations like UltraMath and UltraCode.
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NovatasticRoScript/Atomight-V2.2-UltraThink-0.5B Overview
Atomight-V2.2-UltraThink-0.5B is a 0.5 billion parameter instruction-tuned language model developed by NovatasticRoScript. It is finetuned from the unsloth/qwen2.5-0.5b-instruct-unsloth-bnb-4bit base model and represents the first 'teacher model' in the Atomight-V2.2 series. This model was trained with a focus on foundational reasoning capabilities, serving as a precursor to more specialized models such as UltraMath and UltraCode.
Key Characteristics
- Architecture: Finetuned from Qwen2.5-0.5B, a causal language model.
- Training Efficiency: Utilizes Unsloth and Huggingface's TRL library for accelerated finetuning, achieving 2x faster training.
- Context Length: Supports a substantial context window of 32768 tokens.
- Development Path: Part of a planned series of 'teacher models' for the Atomight-V2.2 release, indicating a modular and progressive development strategy.
Intended Use
This model is primarily intended as a foundational component for developers interested in the Atomight-V2.2 ecosystem. It can be used for initial experimentation with the Atomight-V2.2 series' core reasoning capabilities or as a base for further domain-specific finetuning, particularly in preparation for the upcoming specialized models.