تەلارسازی، بەهێزییەکان و بەکارهێنان
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 تۆکنەکان, and exposes only source-certified خاڵەکانی وەشان and ژینگەی جێبەجێکردن 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 تۆکن context ceiling where the official configuration publishes those fields.
Verified NemotronHForCausalLM architecture
262,144 تۆکن certified context
Official BF16, NVFP4, Unknown خاڵی وەشان coverage
Private LLM inference
Agentic workflows
Long-context document processing