What are the exact infrastructural prerequisites for deploying self-hosted DeepSeek-V3 models locally via vLLM versus using managed API endpoints for our healthcare SaaS?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact infrastructural prerequisites for deploying self-hosted DeepSeek-V3 models locally via vLLM versus using managed API endpoints for our healthcare SaaS?
4 real searches · 1 real-search pass
DeepSeek-V3 official model card 671B 37B active parameters hardware requirements inferenceGoogle ↗
OBSERVEDReason
vLLM DeepSeek-V3 deployment documentation multi node GPU requirements tensor parallel pipeline parallelGoogle ↗
OBSERVEDInstruction
vLLM DeepSeek V3 FP8 deployment guide H100 GPU memory requirementsGoogle ↗
OBSERVEDReason
HHS HIPAA cloud service provider business associate agreement safeguards ePHI guidanceGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
DeepSeek-V3 official model card 671B 37B active parameters hardware requirements inference Google ↗
vLLM DeepSeek-V3 deployment documentation multi node GPU requirements tensor parallel pipeline parallel Google ↗
vLLM DeepSeek V3 FP8 deployment guide H100 GPU memory requirements Google ↗
HHS HIPAA cloud service provider business associate agreement safeguards ePHI guidance Google ↗
- deepseek-ai/DeepSeek-V3 · huggingface.co
- deepseek-ai/DeepSeek-V3 · recipes.vllm.ai
- TensorRT-LLM/examples/models/core/deepseek_v3/README.md at main · NVIDIA/TensorRT-LLM · github.com
- Expert Parallel Deployment · docs.vllm.ai
- Parallelism and Scaling · docs.vllm.ai
- vllm/docs/serving/expert_parallel_deployment.md at main · vllm-project/vllm · github.com
- May a HIPAA covered entity or business associate use a cloud service to store or process ePHI? · hhs.gov
- Guidance on HIPAA & Cloud Computing · hhs.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DeepSeek-V3 official model card 671B 37B active parameters hardware requirements inference OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
vLLM DeepSeek-V3 deployment documentation multi node GPU requirements tensor parallel pipeline parallel OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
vLLM DeepSeek V3 FP8 deployment guide H100 GPU memory requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
HHS HIPAA cloud service provider business associate agreement safeguards ePHI guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |