vLLM ships proto-v0.4.0: the next step for the inference engine
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vLLM: serving models fast
vLLM is the open-source engine that turns a local model into a concurrent server: PagedAttention, continuous batching, installation and the concepts (throughput, quantization, KV cache) for choosing when to use it instead of Ollama.
Running LLM Models Locally: From First Install to First Working Model
From zero to a first answering model: what you actually need, Ollama step by step, how to pick a model for your memory, expected speeds per hardware, and the typical problems fixed.
Italian in local models: what to expect
How many local models actually handle Italian well? The vendor numbers, where they fail, and the half-hour method to measure them yourself.
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