স্থাপত্য, শক্তির দিক ও ব্যবহার
DeepSeek V4 Pro 0813 is an official self-hostable DeepSeek release in the DeepSeek General track. It uses DeepseekV4ForCausalLM, carries 1650.498B / 49B MoE, supports a verified context window of 1,048,576 টোকেন, and exposes only source-certified checkpoint and runtime combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.
DeepSeek V4 Pro 0813 uses DeepseekV4ForCausalLM with 1650.498B / 49B MoE. The stored architecture profile records 61 layers, hidden width 7168, 128 attention heads and a 1,048,576 টোকেন context ceiling where the official configuration publishes those fields.
Verified DeepseekV4ForCausalLM architecture
1,048,576 টোকেন certified context
Official Mixed FP4 / FP8 checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing