llama-stack-mirror/distributions/together/README.md
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distro readmes with model serving instructions (#339)
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2024-10-28 17:47:14 -07:00

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# Together Distribution
### Connect to a Llama Stack Together Endpoint
- You may connect to a hosted endpoint `https://llama-stack.together.ai`, serving a Llama Stack distribution
The `llamastack/distribution-together` distribution consists of the following provider configurations.
| **API** | **Inference** | **Agents** | **Memory** | **Safety** | **Telemetry** |
|----------------- |--------------- |---------------- |-------------------------------------------------- |---------------- |---------------- |
| **Provider(s)** | remote::together | meta-reference | meta-reference, remote::weaviate | meta-reference | meta-reference |
### Start the Distribution (Single Node CPU)
> [!NOTE]
> This assumes you have an hosted endpoint at Together with API Key.
```
$ cd distributions/together
$ ls
compose.yaml run.yaml
$ docker compose up
```
Make sure in you `run.yaml` file, you inference provider is pointing to the correct Together URL server endpoint. E.g.
```
inference:
- provider_id: together
provider_type: remote::together
config:
url: https://api.together.xyz/v1
api_key: <optional api key>
```
### (Alternative) llama stack run (Single Node CPU)
```
docker run --network host -it -p 5000:5000 -v ./run.yaml:/root/my-run.yaml --gpus=all llamastack/distribution-together --yaml_config /root/my-run.yaml
```
Make sure in you `run.yaml` file, you inference provider is pointing to the correct Together URL server endpoint. E.g.
```
inference:
- provider_id: together
provider_type: remote::together
config:
url: https://api.together.xyz/v1
api_key: <optional api key>
```
**Via Conda**
```bash
llama stack build --template together --image-type conda
# -- modify run.yaml to a valid Together server endpoint
llama stack run ./run.yaml
```
### Model Serving
Use `llama-stack-client models list` to check the available models served by together.
```
$ llama-stack-client models list
+------------------------------+------------------------------+---------------+------------+
| identifier | llama_model | provider_id | metadata |
+==============================+==============================+===============+============+
| Llama3.1-8B-Instruct | Llama3.1-8B-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
| Llama3.1-70B-Instruct | Llama3.1-70B-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
| Llama3.1-405B-Instruct | Llama3.1-405B-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
| Llama3.2-3B-Instruct | Llama3.2-3B-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
| Llama3.2-11B-Vision-Instruct | Llama3.2-11B-Vision-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
| Llama3.2-90B-Vision-Instruct | Llama3.2-90B-Vision-Instruct | together0 | {} |
+------------------------------+------------------------------+---------------+------------+
```