58 lines
1.9 KiB
Markdown
58 lines
1.9 KiB
Markdown
---
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layout: default
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title: Get model
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parent: Model APIs
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grand_parent: ML Commons APIs
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nav_order: 30
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---
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# Get a model
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You can retrieve model information using the `model_id`.
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For information about user access for this API, see [Model access control considerations]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/model-apis/index/#model-access-control-considerations).
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## Path and HTTP methods
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```json
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GET /_plugins/_ml/models/<model_id>
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```
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## Path parameters
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The following table lists the available path parameters.
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| Parameter | Data type | Description |
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| :--- | :--- | :--- |
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| `model_id` | String | The model ID of the model to retrieve. |
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#### Example request
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```json
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GET /_plugins/_ml/models/N8AE1osB0jLkkocYjz7D
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```
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{% include copy-curl.html %}
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#### Example response
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```json
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{
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"name" : "all-MiniLM-L6-v2_onnx",
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"algorithm" : "TEXT_EMBEDDING",
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"version" : "1",
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"model_format" : "TORCH_SCRIPT",
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"model_state" : "LOADED",
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"model_content_size_in_bytes" : 83408741,
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"model_content_hash_value" : "9376c2ebd7c83f99ec2526323786c348d2382e6d86576f750c89ea544d6bbb14",
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"model_config" : {
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"model_type" : "bert",
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"embedding_dimension" : 384,
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"framework_type" : "SENTENCE_TRANSFORMERS",
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"all_config" : """{"_name_or_path":"nreimers/MiniLM-L6-H384-uncased","architectures":["BertModel"],"attention_probs_dropout_prob":0.1,"gradient_checkpointing":false,"hidden_act":"gelu","hidden_dropout_prob":0.1,"hidden_size":384,"initializer_range":0.02,"intermediate_size":1536,"layer_norm_eps":1e-12,"max_position_embeddings":512,"model_type":"bert","num_attention_heads":12,"num_hidden_layers":6,"pad_token_id":0,"position_embedding_type":"absolute","transformers_version":"4.8.2","type_vocab_size":2,"use_cache":true,"vocab_size":30522}"""
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},
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"created_time" : 1665961344044,
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"last_uploaded_time" : 1665961373000,
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"last_loaded_time" : 1665961815959,
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"total_chunks" : 9
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}
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``` |