List Base Models

List Base Models

POST 
/api/2/auto_eval/fine_tune_job/list_base_models

List all base models available for fine-tuning.

Request

application/json

Body

object

Responses

200

Successful operation

application/json

Schema

Schema

models

object[]

required

Array [

id stringrequired

createdAt date-timerequired

updatedAt date-timerequired

deletedAt date-time

userId string

metricBaseModel

object

required

Information about a base model corresponding to a metric

id stringrequired

modelId stringrequired

baseModelArchitecture BaseModelArchitecture (string)required

Keep in sync with www/prisma/schema.prisma:AEBaseModelArchitecture

Possible values: [BASE_MODEL_ARCHITECTURE_UNSPECIFIED, BASE_MODEL_ARCHITECTURE_ALBERTA_XS, BASE_MODEL_ARCHITECTURE_ALBERTA_LC, BASE_MODEL_ARCHITECTURE_DEBERTA_V3, BASE_MODEL_ARCHITECTURE_ST_SIMILARITY]

baseEvaluationMetric BaseEvaluationMetric (string)

Keep in sync with www/prisma/schema.prisma:AEBaseEvaluationMetric

Possible values: [BASE_EVALUATION_METRIC_UNSPECIFIED, BASE_EVALUATION_METRIC_FAITHFULNESS, BASE_EVALUATION_METRIC_RELEVANCE, BASE_EVALUATION_METRIC_TOXICITY, BASE_EVALUATION_METRIC_QA, BASE_EVALUATION_METRIC_SUMMARIZATION]

modelCard

object

modelId stringrequired

name stringrequired

description stringrequired

deploymentStatus ModelDeploymentStatus (string)required

Possible values: [MODEL_DEPLOYMENT_STATUS_UNSPECIFIED, MODEL_DEPLOYMENT_STATUS_PENDING, MODEL_DEPLOYMENT_STATUS_ONLINE, MODEL_DEPLOYMENT_STATUS_OFFLINE, MODEL_DEPLOYMENT_STATUS_PAUSED]

createdAt date-timerequired

updatedAt date-timerequired

modelSize integerrequired

purpose stringrequired

trainingProgress

object

required

Progress metrics from model training.

jobId stringrequired

epoch integerrequired

loss numberrequired

accuracy numberrequired

progress numberrequired

timestamp date-timerequired

baseModelArchitecture BaseModelArchitecture (string)required

Keep in sync with www/prisma/schema.prisma:AEBaseModelArchitecture

Possible values: [BASE_MODEL_ARCHITECTURE_UNSPECIFIED, BASE_MODEL_ARCHITECTURE_ALBERTA_XS, BASE_MODEL_ARCHITECTURE_ALBERTA_LC, BASE_MODEL_ARCHITECTURE_DEBERTA_V3, BASE_MODEL_ARCHITECTURE_ST_SIMILARITY]

baseEvaluationMetric BaseEvaluationMetric (string)

Keep in sync with www/prisma/schema.prisma:AEBaseEvaluationMetric

Possible values: [BASE_EVALUATION_METRIC_UNSPECIFIED, BASE_EVALUATION_METRIC_FAITHFULNESS, BASE_EVALUATION_METRIC_RELEVANCE, BASE_EVALUATION_METRIC_TOXICITY, BASE_EVALUATION_METRIC_QA, BASE_EVALUATION_METRIC_SUMMARIZATION]

values

object

required

property name* string

tags string[]required

columns string[]required

]

Example (from schema)

{
  "models": [
    {
      "id": "string",
      "createdAt": "2024-07-29T15:51:28.071Z",
      "updatedAt": "2024-07-29T15:51:28.071Z",
      "deletedAt": "2024-07-29T15:51:28.071Z",
      "userId": "string",
      "metricBaseModel": {
        "id": "string",
        "modelId": "string",
        "baseModelArchitecture": "BASE_MODEL_ARCHITECTURE_UNSPECIFIED",
        "baseEvaluationMetric": "BASE_EVALUATION_METRIC_UNSPECIFIED"
      },
      "modelCard": {
        "modelId": "string",
        "name": "string",
        "description": "string",
        "deploymentStatus": "MODEL_DEPLOYMENT_STATUS_UNSPECIFIED",
        "createdAt": "2024-07-29T15:51:28.071Z",
        "updatedAt": "2024-07-29T15:51:28.071Z",
        "modelSize": 0,
        "purpose": "string",
        "trainingProgress": {
          "jobId": "string",
          "epoch": 0,
          "loss": 0,
          "accuracy": 0,
          "progress": 0,
          "timestamp": "2024-07-29T15:51:28.071Z"
        },
        "baseModelArchitecture": "BASE_MODEL_ARCHITECTURE_UNSPECIFIED",
        "baseEvaluationMetric": "BASE_EVALUATION_METRIC_UNSPECIFIED",
        "values": {},
        "tags": [
          "string"
        ],
        "columns": [
          "string"
        ]
      }
    }
  ]
}

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