domain-specific
taxonomy axis: design_intent
Decision rule: Framed for a specific domain (code, biology, law…).
Anchor: DeepSeek-Coder (if in atlas)
Models in this category (4)
| Model | Org | Date | Block | Attention | Context | Total | Active |
|---|---|---|---|---|---|---|---|
| Antares | Cisco Foundation AI | not disclosed | dense | GQA | 131,072 | 1B | 1B |
| Laguna | poolside | not disclosed | sparse-MoE | hybrid | 131,072 | 33.4B | 3B |
| Qwen3-Coder-Next | Qwen Team | 2026-02-28 | hybrid | hybrid | 262,144 | 80B | 3B |
| Mellum 2 | JetBrains (with Constructor University, Bremen) | 2026-05-29 | sparse-MoE | hybrid | 131,072 | 12B | 2.5B |
What varies within this category
attention variant varies — GQA, hybrid. block type varies — dense, hybrid, sparse-MoE. trained context varies — 131072, 262144. scale class varies — large, medium.