Files
variet_llm/.planning/STATE.md
Variet-Worker c111b3a9b0 feat: Variet Engine v1.0 + 5-model tuning complete
Phase 01 (LLM Tuning):
- Gemma4 26B: 74.65 t/s (fast)
- Qwen 35B: 61.62 t/s (balanced)
- Gemma4 31B: 16.0 t/s (deep-coder)
- Qwen 27B: 16.7 t/s (deep-logic)
- Qwen 122B: 8.95 t/s (ultra, GPU 1 only)

Phase 02 (API Engine):
- FastAPI reverse proxy on port 8000
- /engine/switch hot-swap with 503 protection
- config/engine_models.json as single source of truth
- Replaced 4 individual .bat files with unified engine

File cleanup:
- scripts/ 85 files -> 9 + _archive/
- Root .bat files -> _archive/
2026-04-07 18:08:58 +09:00

1.6 KiB

Project State

Project Reference

A high-performance, locally-hosted AI assistant system built on two RTX 3060 12GB GPUs. It uses a "2+0" architecture where Machine A acts as a dedicated inference server running large language models, while Machine B handles the user interface (VS Code, Discord) and tool execution.

Current Position

Phase: 02-api-engine (Complete) -> Ready for Phase 3 Plan: None Status: Transitioning to Phase 3

Progress

[████████████████████] 100% (Phase 01: LLM Tuning) [████████████████████] 100% (Phase 02: API Engine)

Completed Phases

  • Phase 01 (LLM Tuning): 5개 모델 최적 설정 확정 (74.65 / 61.62 / 16.0 / 16.7 / 8.95 t/s)
  • Phase 02 (API Engine): Variet Engine v1.0 — FastAPI 프록시 + 핫스왑 + 503 보호

Recent Decisions

  • 2+0 GPU Architecture (Machine A API Server, Machine B tools).
  • 5-tier model strategy: fast/balanced/deep-coder/deep-logic/ultra.
  • GPU 0 PCIe x4 제약 → 122B MoE는 GPU 1 단독 사용.
  • Variet Engine: 단일 포트(8000) FastAPI 리버스 프록시.
  • config/engine_models.json → 모든 설정의 Single Source of Truth.

Pending Todos

0 pending.

Blockers/Concerns

None.

Next Phases (Suggested)

  • Phase 03: VS Code Extension (에이전트 루프, 도구 통합)
  • Phase 04: Discord Bot (개인 비서, 슬래시 명령어)
  • Phase 05: MCP Tools (SearXNG, Calendar, Gmail)

Session Continuity

Last session: 2026-04-07T18:07:00+09:00 Stopped at: Phase 02 complete, GSD sync in progress Resume file: .planning/HANDOFF.json