Detailed performance optimization report with reproducible methodology, full benchmark tables, parameter sweep results, and specific configuration recommendations. Includes methodology notes and hardware specifications with actionable findings for MacBook M5 Max users.
Detailed benchmark comparison of Qwen3.5-397B on Mac Studio vs dual DGX Sparks with comprehensive metrics, tradeoff analysis, and reproducible methodology. Includes quantization details, memory specs, and throughput measurements.
Detailed technical post with specific quantization method (TQ3_1S), comprehensive benchmarks including PPL metrics, VRAM requirements, speed tests, and GitHub link. Includes caveats and reproducible results.
Detailed technical guide for Qwen 3.5 Jinja template optimization with specific fixes for tool calling, XML schema compliance, and platform-specific workarounds (LM Studio). Includes reproducible template resource and documented edge case solutions.
Complete MCP server tool for retirement planning with specific features, setup instructions, example queries, pricing model, and GitHub availability. Actionable integration for Claude with verified functionality.
Technical troubleshooting post identifying and solving KV cache invalidation issue in Claude Code when using local llama.cpp backends. Provides root cause analysis, configuration fix with JSON example, and performance improvement metrics (60s → 4s).
Detailed benchmark study testing 25+ models on 70 real coding tasks with reproducible methodology, anti-benchmarking measures, full results with ELO scoring, and public leaderboard. Extensive verification of claims with specific metrics.