fix(integrations): store serialized `TrainingArgs` to `wandb.config` without sanitization. (#25035)

fix: store training args to wandb config without sanitization.

Allows resuming runs by reusing the wandb config.
Co-authored-by: Bharat Ramanathan <ramanathan.parameshwaran@gohuddl.com>

src/transformers/integrations.py

@@ -716,7 +716,7 @@ class WandbCallback(TrainerCallback):
             logger.info(
                 'Automatic Weights & Biases logging enabled, to disable set os.environ["WANDB_DISABLED"] = "true"'
             )
-            combined_dict = {**args.to_sanitized_dict()}
+            combined_dict = {**args.to_dict()}
 
             if hasattr(model, "config") and model.config is not None:
                 model_config = model.config.to_dict()