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Homelab Cursor
07b785ece1
docs: GPU-Architektur Doku (STATE.md, RAGFLOW.md)
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- STATE.md: Hybrid-Architektur, LLM-Routing, VRAM-Belegung
- RAGFLOW.md: Warnung dass qwen2.5:14b Hauptmodell verdraengt
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Homelab Cursor
d2a6391f52
feat(llm): Ollama warmup bei Start - Modelle permanent im VRAM
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- warmup_ollama() laedt qwen3:30b-a3b + nomic-embed-text mit keep_alive=-1
- Wird beim Bot-Start in post_init() aufgerufen (via asyncio.to_thread)
- keep_alive=-1 nur ueber native Ollama API (/api/generate) moeglich
- GPU haelt 22.6/24 GB permanent: Text + Embeddings ohne Swap
2026-03-25 20:59:30 +01:00
Homelab Cursor
a0724ba6f1
refactor(llm): GPU-Architektur - Text lokal, Vision Cloud
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- MODEL_VISION von qwen3-vl:32b (Ollama) auf openai/gpt-4o-mini (OpenRouter)
- Vision-Modell aus OLLAMA_MODELS entfernt (kein GPU-Swap mehr)
- keep_alive=-1 fuer Ollama: Textmodell bleibt permanent im VRAM
- RTX 3090 wird dedizierter Text+Embedding-Server
- Neue Dienste koennen Ollama mitnutzen ohne Konkurrenz
2026-03-25 20:56:55 +01:00
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Homelab Cursor
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fix(llm): kein Fallback auf Textmodell bei Vision-Anfragen
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Wenn qwen3-vl:32b timeout hat, wurde bisher auf qwen2.5:14b
(Textmodell) zurueckgefallen. Das kann keine Bilder sehen und
halluziniert stattdessen. Jetzt: allow_fallback=False fuer Vision
und klare Fehlermeldung bei Timeout.
2026-03-25 19:46:35 +01:00
Auto-Sync
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Auto-Sync: 2026-03-25 19:45
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