AI & Local Models
How to Test Llama 3.1 8B Quantizations on an RTX 3060 12 GB
Compare Q4_K_M, Q5_K_M, and Q6_K responsibly with pinned GGUF files, repeated llama-bench runs, measured VRAM, and retained quality tests.
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AI & Local Models
How to Benchmark Local LLMs on an RTX 4070 12GB
Build a reproducible RTX 4070 local-LLM benchmark with pinned models, separate prompt and generation tests, saved outputs, and honest quality scoring.