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migrate knowledge atlas to llama.cpp

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wuyang
2026-07-28 17:16:34 +08:00
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commit efbd82532f
9 changed files with 152 additions and 109 deletions
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@@ -98,6 +98,16 @@ Decision retained: always verify `/api/tags`; never infer deployed model aliases
Relevant commits: `47c301c`, `ac6e0e0`, and the 2026-07-12 handoff update.
On 2026-07-28 the runtime moved to llama.cpp after repeated Ollama runner churn and
resource-residency ambiguity. Luna was isolated on the NAS AMD iGPU through Vulkan,
while Terra and Sol became two API behaviors over one fixed 27B CUDA runner on the
V100. The web app now uses the servers' OpenAI-compatible endpoints, fixes context
at deployment time, and controls thinking by tier.
Decision retained: product tiers do not require separate physical model copies.
Keep resource ownership in the serving layer and let Terra/Sol share one resident
runner when their weights are identical.
## 6. Learning-System Reframing
The user clarified the real objective with three levels: