Key takeaways

• Nova Micro 1.0 is a Transformer-based, text-only model optimized for low latency and cost, designed for text summarization, translation, content classification, interactive chat, and brainstorming.
• The model demonstrates strong foundational science knowledge, achieving 95.83% accuracy on the AI2 Reasoning Challenge (easy), indicating good prompt following across various scientific domains.
• A major limitation is its poor performance on complex programming benchmarks like Terminal-Bench (Terminus-1), scoring only 2.5%, frequently producing empty or incorrect outputs for challenging tasks.
• While capable of simple mathematical reasoning and basic coding (e.g., fixing shell script errors and S3 bucket creation), it struggles significantly with complex coding, algorithm implementation, debugging, and advanced system administration tasks.
• Further assessment on medium and hard difficulty levels for scientific reasoning and improvements in complex code generation and algorithm implementation are crucial for broader capability.

Technical specifications

Context length

128k tokens

Max output

—

Architecture

Transformer

Modalities

text->text

Parameters

~8B

Open weights

No

Licence

Apache 2.0

Regions

USA

Vendor

Amazon

Provider model key

amazon/nova-micro-v1