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Grapevine — multimodal fleet extension

Grapevine is not a fifth core text model. The core fleet remains Scout · Growth · Flagship · Ascension (all text-only). Grapevine is the local Omni multimodal extension.

Long-form benchmark narrative (root): ../../grapevine.md. HF paper draft: ../papers/grapevine-hf.md.

Identity

Field Value
Ollama arriella-grapevine
Company Infinidev Corp
Leads Beelzebub4888, Tcoder
Foundation Qwen/Qwen2.5-Omni-3B
Capability target thinkingmachines/Inkling (target only — no Inkling weights)
Work dir fleet/inkling/

What it is

  • Q8_0 Omni base + Arriella runtime LoRA + multimodal projector
  • Ollama capabilities advertised today: completion, vision, audio (not video, not speech-out)
  • Pre-export Transformers path also validated video-frame understanding
  • 6.3 GB installed; much slower than Flagship (6× on local smoke)

Training / repair path

# Local Omni adapter (see scripts for full flags)
.\.venv\Scripts\python.exe scripts\train_arriella_inkling_local.py --help

# Release / deployment repair datasets → data/grapevine_*
.\.venv\Scripts\python.exe scripts\prepare_grapevine_release_repair.py --help
.\.venv\Scripts\python.exe scripts\prepare_grapevine_deployment_repair.py --help

# Merge / verify / Ollama smoke
.\.venv\Scripts\python.exe scripts\merge_grapevine_release.py --help
.\.venv\Scripts\python.exe scripts\verify_grapevine_release.py --help
.\.venv\Scripts\python.exe scripts\test_grapevine_ollama.py --help

# vs Flagship smoke
.\.venv\Scripts\python.exe scripts\benchmark_grapevine_vs_flagship.py

Build notes that still say “Inkling” as product name: fleet/inkling/INKLING_BUILD_SPEC.md (historical; product is Grapevine).

Business / field use

Prefer Grapevine when the workflow needs real image or audio input (inspections, screenshots, voice notes → structured text). Prefer Flagship when you need fast text-only ops or Ollama tools. Do not treat Grapevine as a blanket quality upgrade over Flagship.

Honest limitations (Jul 2026)

  • Treat current Ollama build as a multimodal technical preview
  • Identity/provenance under Ollama runtime-adapter can still drift vs Transformers acceptance
  • Never claim modalities that the installed Ollama manifest does not advertise
  • Prove modalities with payloads, not self-description

Chat

ollama run arriella-grapevine