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- operator-brief.py: Decision surface with uncertainty thresholds - verification-queue.py: Evidence strength routing (was untracked) - mtp-development.md: MTP development tracking dossier Prepares for autonomous agent implementation per SOUL.md protocol
35 lines
1.0 KiB
Markdown
35 lines
1.0 KiB
Markdown
# MTP Development — llama-turbo Semantic Analysis Tracking
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## Overview
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Tracking development of llama-turbo (llama.cpp Multi-Token Prediction) for 5060Ti 16GB VRAM optimization.
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## Current State
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- **Target**: llama.cpp MTP implementation for 5060Ti
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- **Status**: Iteration 2/90 (stuck operation) - May 4th-5th 2026
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- **Last Known**: Session reset after 80+ minutes on iteration 2
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## Technical Details
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- **Hardware**: NVIDIA 5060Ti 16GB VRAM
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- **Driver**: 595.58.03
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- **CUDA**: 13.2
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- **Model**: Qwopus3.5-9B-v3-Q8_0.gguf (12.2GB VRAM)
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## Progress Log
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### Iteration 2 (Stuck)
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- **Start**: May 4th 21:28 UTC
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- **Duration**: 80+ minutes
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- **Status**: Session reset
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- **Notes**: Multi-token prediction algorithm refinement
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## Evidence
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- **Source**: GitHub llama.cpp commits
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- **Verification**: Requires semantic analysis of commit diffs
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## Next Steps
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1. Resume iteration 2/90 or advance to 3
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2. Verify MTP implementation against 5060Ti constraints
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3. Update SOUL.md with verification results
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---
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*Last Updated: 2026-05-05 06:06 UTC* |