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Xi Yan 2024-11-01 10:48:14 -07:00
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docs/source/distribution_dev/building_distro.md
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@ -55,7 +55,123 @@ The following command will allow you to see the available templates and their co
llama stack build --list-templates
```
![alt text](../../resources/list-templates.png)
```
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| Template Name | Providers | Description |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| bedrock | { | Use Amazon Bedrock APIs. |
| | "inference": "remote::bedrock", | |
| | "memory": "meta-reference", | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| databricks | { | Use Databricks for running LLM inference |
| | "inference": "remote::databricks", | |
| | "memory": "meta-reference", | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| fireworks | { | Use Fireworks.ai for running LLM inference |
| | "inference": "remote::fireworks", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::weaviate", | |
| | "remote::chromadb", | |
| | "remote::pgvector" | |
| | ], | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| hf-endpoint | { | Like local, but use Hugging Face Inference Endpoints for running LLM inference. |
| | "inference": "remote::hf::endpoint", | See https://hf.co/docs/api-endpoints. |
| | "memory": "meta-reference", | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| hf-serverless | { | Like local, but use Hugging Face Inference API (serverless) for running LLM |
| | "inference": "remote::hf::serverless", | inference. |
| | "memory": "meta-reference", | See https://hf.co/docs/api-inference. |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| meta-reference-gpu | { | Use code from `llama_stack` itself to serve all llama stack APIs |
| | "inference": "meta-reference", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::chromadb", | |
| | "remote::pgvector" | |
| | ], | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| meta-reference-quantized-gpu | { | Use code from `llama_stack` itself to serve all llama stack APIs |
| | "inference": "meta-reference-quantized", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::chromadb", | |
| | "remote::pgvector" | |
| | ], | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| ollama | { | Use ollama for running LLM inference |
| | "inference": "remote::ollama", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::chromadb", | |
| | "remote::pgvector" | |
| | ], | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| tgi | { | Use TGI for running LLM inference |
| | "inference": "remote::tgi", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::chromadb", | |
| | "remote::pgvector" | |
| | ], | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| together | { | Use Together.ai for running LLM inference |
| | "inference": "remote::together", | |
| | "memory": [ | |
| | "meta-reference", | |
| | "remote::weaviate" | |
| | ], | |
| | "safety": "remote::together", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
| vllm | { | Like local, but use vLLM for running LLM inference |
| | "inference": "vllm", | |
| | "memory": "meta-reference", | |
| | "safety": "meta-reference", | |
| | "agents": "meta-reference", | |
| | "telemetry": "meta-reference" | |
| | } | |
+------------------------------+--------------------------------------------+----------------------------------------------------------------------------------+
```
You may then pick a template to build your distribution with providers fitted to your liking.