watsonx Distribution
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self
The llamastack/distribution-watsonx distribution consists of the following provider configurations.
| API | Provider(s) |
|---|---|
| agents | inline::meta-reference |
| datasetio | remote::huggingface, inline::localfs |
| eval | inline::meta-reference |
| inference | remote::watsonx, inline::sentence-transformers |
| safety | inline::llama-guard |
| scoring | inline::basic, inline::llm-as-judge, inline::braintrust |
| telemetry | inline::meta-reference |
| tool_runtime | remote::brave-search, remote::tavily-search, inline::rag-runtime, remote::model-context-protocol |
| vector_io | inline::faiss |
Environment Variables​
The following environment variables can be configured:
LLAMASTACK_PORT: Port for the Llama Stack distribution server (default:5001)WATSONX_API_KEY: watsonx API Key (default: ``)WATSONX_PROJECT_ID: watsonx Project ID (default: ``)
Models​
The following models are available by default:
meta-llama/llama-3-3-70b-instruct (aliases: meta-llama/Llama-3.3-70B-Instruct)meta-llama/llama-2-13b-chat (aliases: meta-llama/Llama-2-13b)meta-llama/llama-3-1-70b-instruct (aliases: meta-llama/Llama-3.1-70B-Instruct)meta-llama/llama-3-1-8b-instruct (aliases: meta-llama/Llama-3.1-8B-Instruct)meta-llama/llama-3-2-11b-vision-instruct (aliases: meta-llama/Llama-3.2-11B-Vision-Instruct)meta-llama/llama-3-2-1b-instruct (aliases: meta-llama/Llama-3.2-1B-Instruct)meta-llama/llama-3-2-3b-instruct (aliases: meta-llama/Llama-3.2-3B-Instruct)meta-llama/llama-3-2-90b-vision-instruct (aliases: meta-llama/Llama-3.2-90B-Vision-Instruct)meta-llama/llama-guard-3-11b-vision (aliases: meta-llama/Llama-Guard-3-11B-Vision)
Prerequisite: API Keys​
Make sure you have access to a watsonx API Key. You can get one by referring watsonx.ai.
Running Llama Stack with watsonx​
You can do this via venv or Docker which has a pre-built image.
Via Docker​
This method allows you to get started quickly without having to build the distribution code.
LLAMA_STACK_PORT=5001
docker run \
-it \
-p $LLAMA_STACK_PORT:$LLAMA_STACK_PORT \
-v ./run.yaml:/root/my-run.yaml \
llamastack/distribution-watsonx \
--config /root/my-run.yaml \
--port $LLAMA_STACK_PORT \
--env WATSONX_API_KEY=$WATSONX_API_KEY \
--env WATSONX_PROJECT_ID=$WATSONX_PROJECT_ID \
--env WATSONX_BASE_URL=$WATSONX_BASE_URL