Skip to main content

DeepSeek · Reasoning · deepseek-r1

DeepSeek-R1-0528: Specs, GPU requirements, hosting & deployment

DeepSeek-R1-0528 is a recent Reasoning release in the DeepSeek family, certified from its immutable official source revision.

Reference only Compare this model
Technical deployment reference illustration for DeepSeek-R1-0528
Reference deployment flow; exact architecture facts are listed separately.
Total parametersNot published by manufacturer
Active parametersDense model
Context windowN/A / Not directly comparable
Release statusRecent · Recent
Architecture
ModalitiesText
Licensemit
Deployment stateReference only
Commercial stateCommercial Use Allowed
Release date

Architecture, strengths and use cases

DeepSeek-R1-0528 is an official self-hostable DeepSeek release in the DeepSeek Reasoning track. It uses Not published by manufacturer, carries Not published by manufacturer, supports a verified context window of 0 tokens, and exposes only source-certified checkpoints and runtime combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.

DeepSeek-R1-0528 uses Not published by manufacturer with Not published by manufacturer. The stored architecture profile records layers, hidden width , attention heads and a 0 token context ceiling where the official configuration publishes those fields.

Verified Not published by manufacturer architecture
Official checkpoint and pipeline evidence
Official Unknown checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing

Certified checkpoints and quantizations

Only exact, source-certified variants attached to this release are shown.

DeepSeek-R1-0528

deepseek-ai/DeepSeek-R1-0528

Official · Unknown · unknown

Precision / quantizationFormatBitsPublisher trustDeployment state

Recommended hardware

Use only the listed certified runtime configuration with the exact checkpoint precision. The recommendation engine checks weight memory, KV cache, runtime overhead, safety headroom, GPU architecture and topology before ranking rentable and reference hardware.

Reference only

The official license permits commercial use; its obligations still apply.

License and self-hosting considerations

The full 0B resident weight set must fit across the selected GPUs. Context and concurrency add KV-cache memory; MoE active parameters do not replace resident-weight memory.

DeepSeek-R1-0528 is published under mit. The release-scoped official license link and verification date are retained with the catalogue record.

Commercial Use Allowed. The official license permits commercial use; its obligations still apply.

Alternatives and sibling variants

DeepSeek-R1, MAI-DS-R1-FP8, MAI-DS-R1, DeepSeek-R1-0528-NVFP4-v2, DeepSeek-R1-0528-NVFP4, DeepSeek-R1-NVFP4-v2, DeepSeek-R1-NVFP4, DeepSeek R1 0528, DeepSeek R1

Release timeline

deepseek/deepseek/deepseek-deepseek-r1-0528 @ c54f19a1a406132a6d2a7b7b7fa9d49b67976f391ebec068b193cddf19116d08

Official source

deepseek-ai/DeepSeek-R1-0528 @ 2025-05-29T11:40:10Z

Official source

Frequently asked questions

How much VRAM does DeepSeek-R1-0528 require?

The exact estimate depends on checkpoint precision, context and concurrency; the page recommendation uses the certified memory engine and compatible runtime configurations.

Which runtimes support DeepSeek-R1-0528?

No runtime is presented as supported until upstream evidence is verified.

Can DeepSeek-R1-0528 be used commercially?

The stored commercial classification is Commercial Use Allowed. Consult the official mit terms for the final obligations.

Official references

Last verified: 2026-09-03