forked from phoenix-oss/llama-stack-mirror
Sambanova - LlamaGuard (#886)
# What does this PR do?
- Fix loading SambaNovaImpl issue
- Add LlamaGuard model support for inference
## Test Plan
Run the following unit test scripts and results
### Embedding
```
pytest -s -v --providers inference=sambanova llama_stack/providers/tests/inference/test_embeddings.py --inference-model meta-llama/Llama-3.2-11B-Vision-Instruct --env SAMBANOVA_API_KEY={SAMBANOVA_API_KEY}
```
```
llama_stack/providers/tests/inference/test_embeddings.py::TestEmbeddings::test_embeddings[-sambanova] SKIPPED (This test is only applicable for embedding models)
llama_stack/providers/tests/inference/test_embeddings.py::TestEmbeddings::test_batch_embeddings[-sambanova] SKIPPED (This test is only applicable for embedding models)
=================================================================================================================== 2 skipped, 1 warning in 0.32s ===================================================================================================================
```
### Vision
```
pytest -s -v --providers inference=sambanova llama_stack/providers/tests/inference/test_vision_inference.py --inference-model meta-llama/Llama-3.2-11B-Vision-Instruct --env SAMBANOVA_API_KEY={SAMBANOVA_API_KEY}
```
```
llama_stack/providers/tests/inference/test_vision_inference.py::TestVisionModelInference::test_vision_chat_completion_non_streaming[-sambanova-image0-expected_strings0] PASSED
llama_stack/providers/tests/inference/test_vision_inference.py::TestVisionModelInference::test_vision_chat_completion_non_streaming[-sambanova-image1-expected_strings1] PASSED
llama_stack/providers/tests/inference/test_vision_inference.py::TestVisionModelInference::test_vision_chat_completion_streaming[-sambanova] PASSED
=================================================================================================================== 3 passed, 1 warning in 2.68s ====================================================================================================================
```
### Text
```
pytest -s -v --providers inference=sambanova llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_streaming --env SAMBANOVA_API_KEY={SAMBANOVA_API_KEY}
```
```
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_streaming[-sambanova] PASSED
=================================================================================================================== 1 passed, 1 warning in 0.46s ====================================================================================================================
```
```
pytest -s -v --providers inference=sambanova llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_non_streaming --env SAMBANOVA_API_KEY={SAMBANOVA_API_KEY}
```
```
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_non_streaming[-sambanova] PASSED
=================================================================================================================== 1 passed, 1 warning in 0.48s ====================================================================================================================
```
## Before submitting
- [] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [Y] Ran pre-commit to handle lint / formatting issues.
- [Y] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [Y] Updated relevant documentation.
- [Y] Wrote necessary unit or integration tests.
This commit is contained in:
snova-edwardm
GitHub
parent
3c1a2c3d66
commit
aa65610e75
7 changed files with 84 additions and 117 deletions
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version: '2'
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name: sambanova
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distribution_spec:
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description: Use SambaNova.AI for running LLM inference
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docker_image: null
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providers:
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inference:
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- remote::sambanova
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memory:
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- inline::faiss
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- remote::chromadb
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- remote::pgvector
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safety:
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- inline::llama-guard
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agents:
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- inline::meta-reference
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telemetry:
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- inline::meta-reference
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image_type: conda
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../../llama_stack/templates/sambanova/build.yaml
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@ -1,83 +1 @@
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version: '2'
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image_name: sambanova
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docker_image: null
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conda_env: sambanova
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apis:
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- agents
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- inference
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- memory
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- safety
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- telemetry
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providers:
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inference:
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- provider_id: sambanova
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provider_type: remote::sambanova
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config:
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url: https://api.sambanova.ai/v1/
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api_key: ${env.SAMBANOVA_API_KEY}
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memory:
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- provider_id: faiss
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provider_type: inline::faiss
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config:
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kvstore:
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type: sqlite
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namespace: null
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/sambanova}/faiss_store.db
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safety:
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- provider_id: llama-guard
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provider_type: inline::llama-guard
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config: {}
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agents:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config:
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persistence_store:
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type: sqlite
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namespace: null
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/sambanova}/agents_store.db
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telemetry:
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- provider_id: meta-reference
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provider_type: inline::meta-reference
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config: {}
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metadata_store:
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namespace: null
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/sambanova}/registry.db
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models:
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- metadata: {}
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model_id: meta-llama/Llama-3.1-8B-Instruct
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provider_id: null
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provider_model_id: Meta-Llama-3.1-8B-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.1-70B-Instruct
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provider_id: null
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provider_model_id: Meta-Llama-3.1-70B-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.1-405B-Instruct
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provider_id: null
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provider_model_id: Meta-Llama-3.1-405B-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.2-1B-Instruct
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provider_id: null
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provider_model_id: Meta-Llama-3.2-1B-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.2-3B-Instruct
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provider_id: null
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provider_model_id: Meta-Llama-3.2-3B-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.2-11B-Vision-Instruct
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provider_id: null
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provider_model_id: Llama-3.2-11B-Vision-Instruct
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- metadata: {}
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model_id: meta-llama/Llama-3.2-90B-Vision-Instruct
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provider_id: null
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provider_model_id: Llama-3.2-90B-Vision-Instruct
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shields:
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- params: null
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shield_id: meta-llama/Llama-Guard-3-8B
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provider_id: null
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provider_shield_id: null
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memory_banks: []
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datasets: []
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scoring_fns: []
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eval_tasks: []
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../../llama_stack/templates/sambanova/run.yaml
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