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#ollama

2 articles exploring ollama. Expert insights and analysis from our editorial team.

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deepseek local-inference quantization hardware local-ai llama.cpp

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Models & Research

Running DeepSeek R1 Locally: Hardware Requirements, Quantization, and Real Throughput

What hardware actually runs DeepSeek R1 at useful speeds? Specific token/s benchmarks across GPU configs, quantization options, and the honest tradeoffs.

· 9 min read
Infrastructure & Runtime

The Complete Guide to Local LLMs in 2026

Why [running AI on your own hardware](/articles/vllm-block-level-preemption-and-flexkv-shift-the-long-context-bottleneck-from/) is becoming the default choice for privacy-conscious developers and enterprises alike
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