NovatasticRoScript/Atomight-V2.5-1.7B
Atomight-V2.5-1.7B is a 1.7 billion parameter model from the Atomight family by NovatasticRoScript, designed to be a powerful and capable variant. It demonstrates general language understanding and reasoning abilities, achieving 55.68% on MMLU and 40.24% Pass@1 on HumanEval. This model is suitable for tasks requiring a balance of general knowledge and basic code generation.
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Atomight V2.5 1.7B Overview
Atomight V2.5 1.7B is presented as the most powerful and capable model within the Atomight family variant developed by NovatasticRoScript. This 1.7 billion parameter model offers a balance of general language understanding and basic coding capabilities.
Key Capabilities & Performance
This model demonstrates proficiency across various benchmarks, indicating its general utility:
- Reasoning & Common Sense: Achieves 43.00% on ARC-Challenge, 60.43% on HellaSwag, and 61.09% on WinoGrande.
- Knowledge & Understanding: Scores 55.68% on MMLU, reflecting its general knowledge acquisition.
- Code Generation: Shows foundational coding ability with 40.24% Pass@1 on HumanEval and 42.80% Pass@1 on MBPP.
- Truthfulness: Records 45.89% accuracy on TruthfulQA MC2.
Ideal Use Cases
Given its performance across diverse benchmarks, Atomight V2.5 1.7B is well-suited for:
- Applications requiring general-purpose language understanding and generation.
- Tasks involving basic reasoning and common sense.
- Initial code generation or completion tasks where a smaller, capable model is preferred.
Further details regarding its training and specific optimizations are anticipated.