This container houses the Llama-3.1-Nemotron-Nano-VL-8B-V1 model, a leading document intelligence vision language model (VLMs) that enables the ability to query and summarize images from the physical or virtual world.
Llama-3.1-Nemotron-Nano-VL-8B-V1 Container Overview
Description:
This container houses the Llama-3.1-Nemotron-Nano-VL-8B-V1 model, a leading document intelligence vision language model (VLMs) that enables the ability to query and summarize images from the physical or virtual world. Llama Nemotron Nano VL is deployable in the data center, cloud and at the edge. We find: (1) image-text pairs are not enough, interleaved image-text is essential; (2) unfreezing LLM during interleaved image-text pre-training enables in-context learning; (3)re-blending text-only instruction data is crucial to boost both VLM and text-only performance.
The container components are ready for commercial/non-commercial use.
License/Terms of Use:
GOVERNING TERMS: The NIM container is governed by the NVIDIA Software License Agreement and the Product-Specific Terms for NVIDIA AI Products. Your use of this model is governed by the NVIDIA Community Model License. Additional Information: Llama 3.1 Community Model License; Built with Llama.
Deployment Geography:
Global
Release Date:
Build.Nvidia.com May 28th via https://build.nvidia.com/nvidia/llama-3.1-nemotron-nano-vl-8b-v1
Huggingface May 28th via https://huggingface.co/nvidia/Llama-3.1-Nemotron-Nano-VL-8B-V1
Llama-3.1-Nemotron-Nano-VL-8B-V1:
The Llama-3.1-Nemotron-Nano-VL-8B-V1 Container includes the following model:
| Model Name & Link | Use Case | How to Pull the Model |
|---|---|---|
| Llama-3.1-Nemotron-Nano-VL-8B-V1 | Image summarization. Text-image analysis, Optical Character Recognition, Interactive Q&A on images. | Automatic |
Deployment Details:
Our AI models are designed and/or optimized to run on NVIDIA GPU-accelerated systems. By leveraging NVIDIA’s hardware (e.g. GPU cores) and software frameworks (e.g., CUDA libraries), the model achieves faster training and inference times compared to CPU-only solutions.
Reference(s):
N/A
Container Version(s):
nvcr.io/nim/nvidia/llama-3.1-nemotron-nano-vl-8b-v1:1.3.0
nvcr.io/nim/nvidia/llama-3.1-nemotron-nano-vl-8b-v1:1.3.1
Ethical Considerations:
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