
    g                    x    d Z ddlmZ ddlmZmZmZmZmZ ddl	m
Z
 ddlmZmZ  G d de      Z G d d	e      Zy
)zACode generated by Speakeasy (https://speakeasy.com). DO NOT EDIT.    )annotations)	BaseModelNullableOptionalNullableUNSETUNSET_SENTINEL)model_serializer)NotRequired	TypedDictc                  0    e Zd ZU dZded<   ded<   ded<   y)MetricOutTypedDictMetrics at the step number during the fine-tuning job. Use these metrics to assess if the training is going smoothly (loss should decrease, token accuracy should increase).zNotRequired[Nullable[float]]
train_loss
valid_lossvalid_mean_token_accuracyN)__name__
__module____qualname____doc____annotations__     O/var/www/openai/venv/lib/python3.12/site-packages/mistralai/models/metricout.pyr   r   	   s     x,,,,;;r   r   c                  Z    e Zd ZU dZeZded<   eZded<   eZded<    e	d      d        Z
y	)
	MetricOutr   zOptionalNullable[float]r   r   r   wrap)modec                   g d}g d}g } ||       }i }| j                   j                         D ]  \  }}|j                  xs |}	|j                  |	      }
|j	                  |	d        |	|v xr |	|v }| j
                  j                  |h      xs |	|v }|
|
t        k7  r|
||	<   v|
t        k7  s|	|vs|s|s|
||	<    |S )N)r   r   r   )model_fieldsitemsaliasgetpop__pydantic_fields_set__intersectionr   )selfhandleroptional_fieldsnullable_fieldsnull_default_fields
serializedmnfkvaloptional_nullableis_sets                r   serialize_modelzMetricOut.serialize_model   s    SS T]
%%++-DAq1A..#CNN1d# !_ 4 Mo9M,,991#> ,++ 
 3.#8!&(->6!! .$ r   N)r   r   r   r   r   r   r   r   r   r	   r3   r   r   r   r   r      sA     x*/J'/*/J'/9>6>6" #r   r   N)r   
__future__r   mistralai.typesr   r   r   r   r   pydanticr	   typing_extensionsr
   r   r   r   r   r   r   <module>r8      s/    G " X X % 4< <%	 %r   