Run DeepSeek R1 locally
DeepSeek R1 is the model that made a lot of people take local reasoning seriously. The full 671B mixture-of-experts version is out of reach for most home setups, but the distilled variants (R1-Distill-Llama-70B, R1-Distill-Qwen-32B, smaller variants too) are completely runnable on everyday hardware — especially with the hive behind you.
$ hivebear run deepseek-r1-distill-llama-70bHiveBear will profile your hardware, pick the right quantization for your pool, and fall back to the hive if your machine can't carry it alone.
Hardware: running it alone
Most people running 'DeepSeek R1 locally' are actually running the 7B, 14B, or 32B distilled versions. Those are great and will fit on reasonable hardware.
Don't chase the full 671B model unless you have a small data center. The distills are the practical path.
Hardware: running it on the hive
Three laptops with 16 GB each can comfortably run R1-Distill-Llama-70B pooled. That's the HiveBear sweet spot.
The hive's profiler detects which R1 variant fits your pool and suggests the best option. Don't try to force the full 671B MoE — it's not a good fit for consumer hardware even pooled.
Things to know
Real gotchas from the hive. No sales pitch.
- →R1 models 'think out loud' with long chain-of-thought before the final answer. First tokens feel slow; final quality is worth the wait.
- →Streaming UIs that don't render the reasoning block can make responses look stuck. HiveBear's default UI shows the reasoning in a collapsible panel.
- →Temperature sensitivity is real — R1 distills are tuned for low temperature (0.3-0.6 range). Higher values get weird quickly.
What DeepSeek R1 is great at
Math, reasoning, step-by-step problems, code. R1 punches above its weight for anything that benefits from thinking before answering.
If this isn't the one, try these instead
- →Llama 3 70B — stronger general chat, less 'thinking out loud' overhead.
- →Qwen 2.5 72B — similar size, also strong at reasoning and multilingual.
Give it a run on your hive
Free, open-source, no sign-up. The hive helps when your machine can't carry it alone.
