General
A product and research page introducing GLM-4.7-Flash, a 30B Mixture-of-Experts model designed for lightweight deployment. The page presents benchmark results, local deployment options (vLLM and SGLan
Analytics
The article analyzes the percentage of fix commits across 200 open-source repositories using a shell script, GNU Parallel, and DuckDB to quantify fix_ratio. It concludes that the typical fix-ratio is closer to 10% rather than 15%, discusses caveats of the sample, and offers practical takeaways for those analyzing repository metrics.