What are the hardware requirements and deployment steps for self hosting deepseek r one on an on premise server right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hardware requirements and deployment steps for self hosting deepseek r one on an on premise server right now?
3 real searches · 1 real-search pass
DeepSeek-R1 official model card 671B 37B active hardware requirements deployment vLLM 2026Google ↗
OBSERVEDInstruction
DeepSeek-R1 distilled models 70B 32B 14B 8B official Hugging Face model card deployment hardwareGoogle ↗
OBSERVEDOther / navigational
vLLM DeepSeek-R1 deployment guide tensor parallelism FP8 official documentationGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
DeepSeek-R1 official model card 671B 37B active hardware requirements deployment vLLM 2026 Google ↗
DeepSeek-R1 distilled models 70B 32B 14B 8B official Hugging Face model card deployment hardware Google ↗
vLLM DeepSeek-R1 deployment guide tensor parallelism FP8 official documentation Google ↗
- deepseek-ai/DeepSeek-R1 · recipes.vllm.ai
- recipes/models/deepseek-ai/DeepSeek-R1.yaml at main · vllm-project/recipes · github.com
- deepseek-ai/DeepSeek-R1 · huggingface.co
- Optimization and Tuning · docs.vllm.ai
- vllm/docs/serving/data_parallel_deployment.md at main · vllm-project/vllm · github.com
- DeepSeek-R1-Distill-Qwen-32B on Hugging Face · huggingface.co
- Installation and configuration documentation · docs.openwebui.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DeepSeek-R1 official model card 671B 37B active hardware requirements deployment vLLM 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
DeepSeek-R1 distilled models 70B 32B 14B 8B official Hugging Face model card deployment hardware OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
vLLM DeepSeek-R1 deployment guide tensor parallelism FP8 official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |