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61cf0ce | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | # Arriella Flagship
General-purpose core text tier · Heretic + premium distillation
| Field | Value |
|-------|-------|
| **Fleet ID** | `arriella-flagship` |
| **Ollama** | `ollama run arriella-flagship` |
| **Parameters** | ~1.5B (Ollama) |
| **Foundation (clay only)** | `Qwen/Qwen2.5-1.5B-Instruct` |
| **Merged weights** | `fleet/flagship-qwen15/model` |
| **Demo priority** | **Primary** |
| **Business role** | General ops, bakeoffs, primary local assistant |
## Description
**Arriella Flagship** is a custom-trained fleet product — not stock Qwen. Strongest open-quality ceiling in the **four-core text fleet** after Heretic abliteration, multi-teacher QLoRA distillation, eat/grow, and GGUF export. Core siblings: Scout, Growth, Ascension. Grapevine is a separate multimodal extension.
## Features
- Heretic + premium teacher distill (Hermes / Orca / Smoltalk-class mixes)
- Size-tier winner vs stock `llama3.2:1b` on the combined API gauntlet (see docs)
- Thinking format + math module; Gemma3-routed vision (text descriptions)
- First-class MIP load target for attention visualization
## Intended uses
- Local demos and bakeoffs
- Deepest local Arriella answers on ≤8 GB for general business tasks
- MIP interior inspection
## Out of scope
- Claiming to be stock Qwen
- Native pixel VLM weights in this checkpoint
- Claude / frontier closed-model parity
- Claiming Ascension is weaker on every reasoning task without a bakeoff
## Benchmarks
See [docs/benchmarks/README.md](../../docs/benchmarks/README.md).
## Hub card stub
[`docs/papers/hf-cards/flagship.md`](../../docs/papers/hf-cards/flagship.md)
## Use
```bash
ollama run arriella-flagship
```
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