Micius-Flash: 27B Multimodal Model for Hardware and Semiconductor Agents
zhiman-ai · hf · 2026-11-11
The Micius team released Micius-Flash, a 27B-parameter multimodal reasoning model targeting engineering agentic workflows.
Key points:
- Native multimodal input, deep reasoning, 256K-token context window
- Knowledge-tree-driven data pipeline: tree construction/expansion, data synthesis, quality validation via hard-example augmentation
- Trained with Multi-Teacher On-Policy Distillation (MOPD), merging expert models for semiconductor reasoning, hardware coding, multimodal understanding, and agents into one model
- Scores 64.2% average on hardware code benchmarks (+15.0 over same-size baseline) and 62.4% on a semiconductor-specific agent benchmark (+17.2), across 20+ datasets
- Ships with Micius Harness connecting to specialized tools like EDA software
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