Feature Extraction
Transformers
Safetensors
llama_bidirec
text
text-embedding
retrieval
semantic-search
transformer
custom_code
text-embeddings-inference
Instructions to use nvidia/llama-nv-embed-reasoning-3b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nvidia/llama-nv-embed-reasoning-3b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="nvidia/llama-nv-embed-reasoning-3b", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("nvidia/llama-nv-embed-reasoning-3b", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| # Contributing | |
| ## Developer Certificate of Origin | |
| The Developer Certificate of Origin (DCO) is a way to certify that you wrote or otherwise have the right to submit the code you are contributing to the project. | |
| By signing off on your contribution, you certify the following DCO (Version 1.1): | |
| > **Developer Certificate of Origin** | |
| > Version 1.1 | |
| > | |
| > Copyright (C) 2004, 2006 The Linux Foundation and its contributors. | |
| > | |
| > By making a contribution to this project, I certify that: | |
| > | |
| > (a) The contribution was created in whole or in part by me and I have the right to submit it under the open source license indicated in the file; or | |
| > | |
| > (b) The contribution is based upon previous work that, to the best of my knowledge, is covered under an appropriate open source license and I have the right under that license to submit that work with modifications, whether created in whole or in part by me, under the same open source license (unless I am permitted to submit under a different license), as indicated in the file; or | |
| > | |
| > (c) The contribution was provided directly to me by some other person who certified (a), (b) or (c) and I have not modified it. | |
| > | |
| > (d) I understand and agree that this project and the contribution are public and that a record of the contribution (including all personal information I submit with it, including my sign-off) is maintained indefinitely and may be redistributed consistent with this project or the open source license(s) involved. | |
| ## Sign your work | |
| To certify the DCO, you must add a "Signed-off-by" line to your commit messages. | |
| **Important:** You must use your real name (no pseudonyms or anonymous contributions). | |
| **Example:** | |
| ```text | |
| Fix typo in tokenizer config | |
| Signed-off-by: Your Name <your@email.com> | |
| ``` | |
| ### Git Command | |
| If you are using the command line, you can sign off automatically by adding the `-s` flag: | |
| ```bash | |
| git commit -s -m "Your commit message" | |
| ``` | |
| ## Submitting changes | |
| 1. **Fork the repository** on Hugging Face. | |
| 2. **Create a branch** for your fix. | |
| 3. **Commit your changes** with the `-s` flag to sign them. | |
| 4. **Open a Pull Request** (PR) on the Community tab of the model page. |