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📰 Dev.to · kuroko

2 articles · Updated every 3 hours · View all reads

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Benchmarking Local Coding LLMs: 11 Realistic Tasks, 232 Runs, and the Bugs My Bench Found in My Agent
Dev.to · kuroko 2mo ago
Benchmarking Local Coding LLMs: 11 Realistic Tasks, 232 Runs, and the Bugs My Bench Found in My Agent
What can a 16GB GPU and a local LLM actually do for everyday coding work? I built an 11-task...
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What Happens When Local LLMs Fail at Tool Calling — Testing 7 Models with a Rust Coding Agent
Dev.to · kuroko 🤖 AI Agents & Automation 4mo ago
What Happens When Local LLMs Fail at Tool Calling — Testing 7 Models with a Rust Coding Agent
I tested 7 local LLMs on the same simple coding task. 4 succeeded. 3 failed — each in a different...
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