mirror of
https://github.com/meta-llama/llama-stack.git
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9436dd570d
# What does this PR do? We have support for embeddings in our Inference providers, but so far we haven't done the final step of actually registering the known embedding models and making sure they are extremely easy to use. This is one step towards that. ## Test Plan Run existing inference tests. ```bash $ cd llama_stack/providers/tests/inference $ pytest -s -v -k fireworks test_embeddings.py \ --inference-model nomic-ai/nomic-embed-text-v1.5 --env EMBEDDING_DIMENSION=784 $ pytest -s -v -k together test_embeddings.py \ --inference-model togethercomputer/m2-bert-80M-8k-retrieval --env EMBEDDING_DIMENSION=784 $ pytest -s -v -k ollama test_embeddings.py \ --inference-model all-minilm:latest --env EMBEDDING_DIMENSION=784 ``` The value of the EMBEDDING_DIMENSION isn't actually used in these tests, it is merely used by the test fixtures to check if the model is an LLM or Embedding.
183 lines
5.2 KiB
YAML
183 lines
5.2 KiB
YAML
version: '2'
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image_name: fireworks
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apis:
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- agents
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- datasetio
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- eval
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- inference
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- safety
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- scoring
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- telemetry
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- tool_runtime
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- vector_io
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providers:
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inference:
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- provider_id: fireworks
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provider_type: remote::fireworks
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config:
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url: https://api.fireworks.ai/inference/v1
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api_key: ${env.FIREWORKS_API_KEY}
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- provider_id: sentence-transformers
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provider_type: inline::sentence-transformers
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config: {}
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vector_io:
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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/fireworks}/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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- provider_id: llama-guard-vision
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provider_type: inline::llama-guard
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config: {}
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- provider_id: code-scanner
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provider_type: inline::code-scanner
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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/fireworks}/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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service_name: ${env.OTEL_SERVICE_NAME:llama-stack}
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sinks: ${env.TELEMETRY_SINKS:console,sqlite}
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sqlite_db_path: ${env.SQLITE_DB_PATH:~/.llama/distributions/fireworks/trace_store.db}
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eval:
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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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datasetio:
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- provider_id: huggingface
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provider_type: remote::huggingface
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config: {}
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- provider_id: localfs
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provider_type: inline::localfs
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config: {}
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scoring:
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- provider_id: basic
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provider_type: inline::basic
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config: {}
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- provider_id: llm-as-judge
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provider_type: inline::llm-as-judge
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config: {}
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- provider_id: braintrust
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provider_type: inline::braintrust
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config:
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openai_api_key: ${env.OPENAI_API_KEY:}
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tool_runtime:
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- provider_id: brave-search
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provider_type: remote::brave-search
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config:
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api_key: ${env.BRAVE_SEARCH_API_KEY:}
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max_results: 3
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- provider_id: tavily-search
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provider_type: remote::tavily-search
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config:
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api_key: ${env.TAVILY_SEARCH_API_KEY:}
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max_results: 3
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- provider_id: code-interpreter
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provider_type: inline::code-interpreter
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config: {}
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- provider_id: rag-runtime
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provider_type: inline::rag-runtime
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config: {}
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- provider_id: model-context-protocol
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provider_type: remote::model-context-protocol
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config: {}
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metadata_store:
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type: sqlite
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db_path: ${env.SQLITE_STORE_DIR:~/.llama/distributions/fireworks}/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: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p1-8b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.1-70B-Instruct
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p1-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.1-405B-Instruct-FP8
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p1-405b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-1B-Instruct
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p2-1b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.2-3B-Instruct
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p2-3b-instruct
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model_type: llm
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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: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p2-11b-vision-instruct
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model_type: llm
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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: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p2-90b-vision-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-3.3-70B-Instruct
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-v3p3-70b-instruct
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-Guard-3-8B
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-guard-3-8b
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model_type: llm
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- metadata: {}
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model_id: meta-llama/Llama-Guard-3-11B-Vision
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provider_id: fireworks
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provider_model_id: accounts/fireworks/models/llama-guard-3-11b-vision
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model_type: llm
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- metadata:
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embedding_dimensions: 768
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context_length: 8192
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model_id: nomic-ai/nomic-embed-text-v1.5
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provider_id: fireworks
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provider_model_id: nomic-ai/nomic-embed-text-v1.5
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model_type: embedding
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- metadata:
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embedding_dimension: 384
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model_id: all-MiniLM-L6-v2
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provider_id: sentence-transformers
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model_type: embedding
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shields:
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- shield_id: meta-llama/Llama-Guard-3-8B
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provider_id: llama-guard
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- shield_id: meta-llama/Llama-Guard-3-11B-Vision
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provider_id: llama-guard-vision
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- shield_id: CodeScanner
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provider_id: code-scanner
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vector_dbs: []
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datasets: []
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scoring_fns: []
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benchmarks: []
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tool_groups:
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- toolgroup_id: builtin::websearch
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provider_id: tavily-search
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- toolgroup_id: builtin::rag
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provider_id: rag-runtime
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- toolgroup_id: builtin::code_interpreter
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provider_id: code-interpreter
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server:
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port: 8321
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