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Version: 1.0

aixplain.modules.finetune.status

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Copyright 2024 The aiXplain SDK authors

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Author: Duraikrishna Selvaraju, Thiago Castro Ferreira, Shreyas Sharma and Lucas Pavanelli Date: February 21st 2024 Description: FinetuneCost Class

FinetuneStatus Objects​

@dataclass_json

@dataclass
class FinetuneStatus(object)

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Status information for a fine-tuning job.

This class encapsulates the status of a fine-tuning job, including the overall status of the job, the status of the model, and various training metrics.

Attributes:

  • status AssetStatus - Overall status of the fine-tuning job.
  • model_status AssetStatus - Status of the fine-tuned model.
  • epoch Optional[float] - Current training epoch.
  • training_loss Optional[float] - Training loss at the current epoch.
  • validation_loss Optional[float] - Validation loss at the current epoch.