ca9b510922
- Reset master to upstream/main (16,697 commits) - Overlay 2,271 local-only files (skills, tools, workspace, configs, apps) - Restore IDENTITY.md and USER.md templates - Build verified, gateway running, Discord working Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
50 lines
1.6 KiB
Bash
50 lines
1.6 KiB
Bash
#!/usr/bin/env bash
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# Jarvis Model Optimizer
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# Use llm-checker to recommend optimal models
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set -euo pipefail
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LOG_FILE="/home/alex/clawd/logs/jarvis-model-optimizer.log"
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log() {
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echo "[$(date '+%Y-%m-%d %H:%M:%S')] $*" | tee -a "$LOG_FILE"
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}
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mkdir -p "$(dirname "$LOG_FILE")"
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log "=== MODEL OPTIMIZATION ANALYSIS ==="
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# Hardware detection
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if hw_info=$(llm-checker hw-detect 2>&1 | grep -A 20 "Summary:" || echo "failed"); then
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log "📊 Hardware Profile:"
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echo "$hw_info" | grep -E "Gen|Tier|Max model|Best backend" | sed 's/^/ /' | tee -a "$LOG_FILE"
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fi
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# Check current Ollama models
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current_models=$(ollama list 2>/dev/null | tail -n +2 | wc -l || echo "0")
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log "📦 Current Ollama models: $current_models"
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if [ "$current_models" -gt 0 ]; then
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log "📋 Installed models:"
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ollama list 2>/dev/null | tail -n +2 | awk '{print " " $1 " (" $3 " " $4 ")"}' | tee -a "$LOG_FILE"
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fi
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# Recommendations (quick mode - no full scrape)
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log "💡 Recommendation: Use llm-checker for detailed analysis"
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log " Run: llm-checker recommend --use-cache"
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log " Or: llm-checker installed (to rank current models)"
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# Compare to cloud usage
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if [ -f /home/alex/clawd/data/context/memory.json ]; then
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preferred=$(jq -r '.preferences.preferred_agent // "none"' /home/alex/clawd/data/context/memory.json 2>/dev/null || echo "none")
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log "🧠 Current preference: $preferred (cloud models)"
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fi
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# Cost estimate
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log "💰 Cost optimization:"
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log " Cloud API calls: Check usage logs for actual costs"
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log " Local inference: Free (but slower on CPU-only)"
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log " Hybrid strategy: Use local for simple tasks, cloud for complex"
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log "=== OPTIMIZATION COMPLETE ==="
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