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Fix CLI parameter documentation inconsistency in pooling_models.md #23630

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Fix CLI parameter documentation inconsistency in pooling_models.md #23630

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4 changes: 2 additions & 2 deletions docs/models/pooling_models.md
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Expand Up @@ -205,12 +205,12 @@ Our [OpenAI-Compatible Server](../serving/openai_compatible_server.md) provides

There is currently no official interface for specifying support for Matryoshka Embeddings. In vLLM, if `is_matryoshka` is `True` in `config.json,` it is allowed to change the output to arbitrary dimensions. Using `matryoshka_dimensions` can control the allowed output dimensions.

For models that support Matryoshka Embeddings but not recognized by vLLM, please manually override the config using `hf_overrides={"is_matryoshka": True}`, `hf_overrides={"matryoshka_dimensions": [<allowed output dimensions>]}` (offline) or `--hf_overrides '{"is_matryoshka": true}'`, `--hf_overrides '{"matryoshka_dimensions": [<allowed output dimensions>]}'`(online).
For models that support Matryoshka Embeddings but not recognized by vLLM, please manually override the config using `hf_overrides={"is_matryoshka": True}`, `hf_overrides={"matryoshka_dimensions": [<allowed output dimensions>]}` (offline) or `--hf-overrides '{"is_matryoshka": true}'`, `--hf-overrides '{"matryoshka_dimensions": [<allowed output dimensions>]}'`(online).

Here is an example to serve a model with Matryoshka Embeddings enabled.

```text
vllm serve Snowflake/snowflake-arctic-embed-m-v1.5 --hf_overrides '{"matryoshka_dimensions":[256]}'
vllm serve Snowflake/snowflake-arctic-embed-m-v1.5 --hf-overrides '{"matryoshka_dimensions":[256]}'
```

### Offline Inference
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