Agent Priors: policy learning guided by agent model priors
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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.
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From SDXL's 2.6B parameters to Qwen-Image 2.1's 7B: how diffusion models work, how much VRAM you actually need, and which model to pick for your hardware.
GGUF: The Format That Keeps Models on Your Hardware
We open the box: what's really inside a .gguf file, why it's a single file, how to read the filename, and how to pick the size for your VRAM, with the real sizes of an 8B model.
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