معماري، پیاوړتیاوې او کارونې
NVIDIA Nemotron 3.5 Lightning 30B-A3B is an official self-hostable NVIDIA release in the NVIDIA Nemotron General track. It uses NemotronHForCausalLM, carries 30B / 3B MoE, supports a verified context window of 262,144 ټوکنونه, and exposes only source-certified checkpointونه and د اجرا چاپېریال combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.
NVIDIA Nemotron 3.5 Lightning 30B-A3B uses NemotronHForCausalLM with 30B / 3B MoE. The stored architecture profile records 52 layers, hidden width 2688, 32 attention heads and a 262,144 ټوکن context ceiling where the official configuration publishes those fields.
Verified NemotronHForCausalLM architecture
262,144 ټوکن certified context
Official BF16, NVFP4, Unknown checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing