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fix nvidia inference provider (#781)

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# What does this PR do?

- fixes to nvidia inference provider to account for strategy update
- update nvidia templates

## Test Plan

```
llama stack run ./llama_stack/templates/nvidia/run.yaml --port 5000

LLAMA_STACK_BASE_URL="http://localhost:5000" pytest -v tests/client-sdk/inference/test_inference.py --html=report.html --self-contained-html
```
<img width="1288" alt="image"
src="https://github.com/user-attachments/assets/d20f9aea-525e-47de-a5be-586e022e0d55"
/>

**NOTE**
- vision inference broken
- tool calling broken
- /completion broken

cc @mattf @cdgamarose-nv  for improving NVIDIA inference adapter

## Sources

Please link relevant resources if necessary.


## Before submitting

- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
      Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
This commit is contained in:
Xi Yan 2025-01-15 18:49:36 -08:00 • committed by GitHub
parent 965644ce68
commit b76bef169c
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5 changed files with 351 additions and 262 deletions
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12
docs/source/distributions/remote_hosted_distro/nvidia.md
View file

@ -26,7 +26,15 @@ The following environment variables can be configured:
The following models are available by default:
- `${env.INFERENCE_MODEL} (None)`
- `meta-llama/Llama-3-8B-Instruct (meta/llama3-8b-instruct)`
- `meta-llama/Llama-3-70B-Instruct (meta/llama3-70b-instruct)`
- `meta-llama/Llama-3.1-8B-Instruct (meta/llama-3.1-8b-instruct)`
- `meta-llama/Llama-3.1-70B-Instruct (meta/llama-3.1-70b-instruct)`
- `meta-llama/Llama-3.1-405B-Instruct-FP8 (meta/llama-3.1-405b-instruct)`
- `meta-llama/Llama-3.2-1B-Instruct (meta/llama-3.2-1b-instruct)`
- `meta-llama/Llama-3.2-3B-Instruct (meta/llama-3.2-3b-instruct)`
- `meta-llama/Llama-3.2-11B-Vision-Instruct (meta/llama-3.2-11b-vision-instruct)`
- `meta-llama/Llama-3.2-90B-Vision-Instruct (meta/llama-3.2-90b-vision-instruct)`
### Prerequisite: API Keys
@ -61,5 +69,5 @@ llama stack build --template nvidia --image-type conda
llama stack run ./run.yaml \
--port 5001 \
--env NVIDIA_API_KEY=$NVIDIA_API_KEY
--env INFERENCE=$INFERENCE_MODEL
--env INFERENCE_MODEL=$INFERENCE_MODEL
```