Fix typos in docs
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		| @@ -88,19 +88,20 @@ Mandatory parameters are marked as **Required** and have to be set in one of the | ||||
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| ### PyTorch parameters | ||||
|  | ||||
| #### general: | ||||
| #### general | ||||
|  | ||||
| |  Parameter | Description | | ||||
| |------------|-------------| | ||||
| |  |  **Model training parameters within the freqai.model_training_parameters sub dictionary** | ||||
| | `learning_rate` | learning rate to be passed to the optimizer. <br> **Datatype:** float. <br> Default: `3e-4`. | ||||
| | `model_kwargs` | paramters to be passed to the model class. <br> **Datatype:** dict. <br> Default: `{}`. | ||||
| | `trainer_kwargs` | paramters to be passed to the trainer class. <br> **Datatype:** dict. <br> Default: `{}`. | ||||
| |  |  **Model training parameters within the `freqai.model_training_parameters` sub dictionary** | ||||
| | `learning_rate` | Learning rate to be passed to the optimizer. <br> **Datatype:** float. <br> Default: `3e-4`. | ||||
| | `model_kwargs` | Parameters to be passed to the model class. <br> **Datatype:** dict. <br> Default: `{}`. | ||||
| | `trainer_kwargs` | Parameters to be passed to the trainer class. <br> **Datatype:** dict. <br> Default: `{}`. | ||||
|  | ||||
| #### trainer_kwargs: | ||||
| #### trainer_kwargs | ||||
|  | ||||
| |  Parameter | Description | | ||||
| |------------|-------------| | ||||
| |  |  **Model training parameters within the `freqai.model_training_parameters.model_kwargs` sub dictionary** | ||||
| | `max_iters` | The number of training iterations to run. iteration here refers to the number of times we call self.optimizer.step(). used to calculate n_epochs. <br> **Datatype:** int. <br> Default: `100`. | ||||
| | `batch_size` | The size of the batches to use during training.. <br> **Datatype:** int. <br> Default: `64`. | ||||
| | `max_n_eval_batches` | The maximum number batches to use for evaluation.. <br> **Datatype:** int, optional. <br> Default: `None`. | ||||
|   | ||||
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