Link Search Menu Expand Document Documentation Menu

Get a model

You can retrieve model information using the model_id.

For information about user access for this API, see Model access control considerations.

Path and HTTP methods

GET /_plugins/_ml/models/<model_id>

Path parameters

The following table lists the available path parameters.

Parameter Data type Description
model_id String The model ID of the model to retrieve.

Example request

GET /_plugins/_ml/models/N8AE1osB0jLkkocYjz7D

Example response

{
  "name" : "all-MiniLM-L6-v2_onnx",
  "algorithm" : "TEXT_EMBEDDING",
  "version" : "1",
  "model_format" : "TORCH_SCRIPT",
  "model_state" : "LOADED",
  "model_content_size_in_bytes" : 83408741,
  "model_content_hash_value" : "9376c2ebd7c83f99ec2526323786c348d2382e6d86576f750c89ea544d6bbb14",
  "model_config" : {
      "model_type" : "bert",
      "embedding_dimension" : 384,
      "framework_type" : "SENTENCE_TRANSFORMERS",
      "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}"""
  },
  "created_time" : 1665961344044,
  "last_uploaded_time" : 1665961373000,
  "last_loaded_time" : 1665961815959,
  "total_chunks" : 9
}
350 characters left

Have a question? .

Want to contribute? or .