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You waste hours downloading models that don't run on your hardware. This tool fixes that in one command.
It's called llmfit.
It scans your RAM, CPU, and GPU, then scores every model in its catalog for fit, speed, and quality, so you know what runs before you download anything.
→ Detects MoE architectures correctly, most tools treat them as dense and get it wrong
→ Recommends the best quantization for your exact hardware
→ Covers hundreds of models across dozens of providers
100% Free. Open Source.
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