Quick Facts
| Developer | DeepSeek |
| License | MIT (per public listing -- verify against official model card before commercial use) |
| Typical Sizes | 1.6T total / 49B activated (MoE) -- cloud tag only, deepseek-v4-pro:cloud. No local weight tag listed on Ollama at this scale. |
| Context | 1M tokens, three reasoning modes (none / thinking / max thinking), native tool support |
| Modality | Text only -- no vision/image input on this Ollama release |
| Best For | Frontier reasoning, difficult coding tasks, long-context analysis, demanding agent workflows |
| Recommended Deployment | Terminal.Glass Cloud tier, extra-high usage (only access path today) |
Why Choose This Model
V4 Pro is DeepSeek's frontier-scale model -- a 1.6T-parameter MoE architecture with three selectable reasoning depths, letting you trade latency and cost for accuracy on a per-request basis. It's built for the hardest problems: complex multi-step coding, deep technical analysis, difficult agent chains, and long-context reasoning across up to 1M tokens. This scale of model is not something most organizations can host locally -- hosting 1.6T total parameters requires infrastructure far beyond a typical GPU workstation or small server, which is why cloud is the only practical way to run it today.
Terminal.Glass Deployment
Your interface, chat history, user accounts, and RAG index stay on your Terminal.Glass host.
Each request to deepseek-v4-pro:cloud
-- including prompt text, code excerpts, retrieved passages, and tool context -- is sent to Ollama
Cloud for inference and streamed back. This tag is billed at Ollama's extra-high usage tier: expect
among the highest per-token costs in the catalog, especially with 1M-token contexts, max-thinking
mode, and agentic tool loops. No local GPU is required -- and none would be sufficient for this model
at consumer or small-business scale even if a local tag existed.
Recommended Uses
- Frontier-level reasoning on the hardest technical or analytical problems
- Difficult coding tasks, architecture review, and long-context debugging
- Multi-step agent workflows and tool-calling prototypes requiring deeper reasoning
- Long-context synthesis across large document sets, when justified by task difficulty
Not recommended for regulated data, credentials, unpublished source code, or client-confidential material -- all request content leaves your network for this tag. Not suitable for vision or image-based tasks; this release is text-only. Reserve max-thinking mode for problems that justify the added latency and cost -- for routine drafting or simpler Q&A, a smaller DeepSeek cloud tag (e.g. V4 Flash or V3.2) is more cost-effective.
Hardware Guidance
The Terminal.Glass host needs to run Open WebUI, the Ollama client, and your document index -- a small VM or mini-PC is sufficient, since all inference happens on Ollama Cloud. At 1.6T total parameters, this model is well beyond what any local GPU setup accessible to most teams could serve; there is currently no local weight release for V4 Pro, and cloud is the only supported path. Watch the official Ollama listing for changes.
Honest Guidance
- Regulated or confidential data: no local V4 Pro tag exists -- use a model with a local release if data must stay on owned hardware.
- Routine drafting or tighter budgets: DeepSeek V4 Flash or an older cloud tag (e.g. V3.2) will handle most everyday tasks at a fraction of the cost.
- Heavy sustained usage: extra-high tier billing accumulates quickly with 1M-token contexts and max-thinking mode -- model spend before committing to steady daily volume.
- Vision or multimodal needs: this release is text-only; choose a different model family.
- Version pinning or audit reproducibility: cloud tags can change server-side; this model offers no local, pinned alternative today.
- Unreviewed agent automation: tool execution, browser workflows, and multi-step agents need permissions, logging, and rollback practices regardless of model choice.
Learn More
Full technical reference and licensing detail for the DeepSeek family are documented on NoCloudGPT. Confirm current tags and availability at ollama.com/library/deepseek-v4-pro.