স্থাপত্য, শক্তির দিক ও ব্যবহার
DeepSeek Coder V2 Instruct 0724 is an official self-hostable DeepSeek release in the DeepSeek Code track. It uses DeepseekV2ForCausalLM, carries 236B / 21B MoE, supports a verified context window of 163,840 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 Coder V2 Instruct 0724 uses DeepseekV2ForCausalLM with 236B / 21B MoE. The stored architecture profile records 60 layers, hidden width 5120, 128 attention heads and a 163,840 টোকেন context ceiling where the official configuration publishes those fields.
Verified DeepseekV2ForCausalLM architecture
163,840 টোকেন certified context
Official BF16 checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing
Software engineering and code generation