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Rickesh T NAug 24, 2026 • 3 min read
My inference server decided my second GPU no longer exists. Here is how I got it back without upgrading a driver.
My desktop runs two mismatched GPUs: a 20GB Ampere card and a 16GB Pascal Tesla. For months, a 21GB....
#gpu#llamacpp#ollama#homelab
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Jasur YuldoshevAug 21, 2026 • 10 min read
"V cache quantization requires flash_attn" — the llama.cpp error that quietly halves your context window
A llama.cpp error that says "turn flash attention on" and means "your V cache is stored transposed" ...
#llamacpp#llm#performance#debugging
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Umair BilalAug 23, 2026 • 8 min read
Fix Local LLM Quality: Context Stacking & Rope Freq Tweaks
Your local LLMs feel dumb? I fixed local LLM quality by combining a context-stacking prompt techniqu...
#localllms#aiagents#ollama#llamacpp
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Mustafa ERBAY4d ago • 12 min read
vLLM vs llama.cpp: Which Local Inference Engine, and When
Everyone who asks me "I'm going to run a model locally, vLLM or llama.cpp?" is really asking one...
#vllm#llamacpp#inference#localllm
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