The following are key system requirements and supported features to consider when self-hosting the llama3.1-nemotron-nano-4b-v1.1 model.
| Precision | Minimum GPU Memory | Recommended GPU Memory |
|---|---|---|
| bf16 | 9 GB | 26 GB |
| fp8 | 4 GB | 13 GB |
Deploying this NIM with less than the recommended amount of GPU memory requires setting the environment variable NIM_RELAX_MEM_CONSTRAINTS=1
| Feature | Supported |
|---|---|
| LoRA Customization | ✅ |
| Fine-tuning Customization | ✅ |
| Tool Calling | ✅ |
| TensorRT-LLM Local Engine Building | ✅ |