Update README.md

README.md

@@ -1,27 +1,49 @@
-from huggingface_hub import HfApi
-
-# Instantiate HfApi
-api = HfApi()
-
-# Define the name of the repository (replace with your actual repository name)
-repo_id = "badguycity2/wordpress-buddy" # Make sure this is your correct repo ID
-
-# Define the local path to your model card file (assuming it's named README.md in the current directory)
-# If your model card is in a different location or has a different name, update this path.
-model_card_path = "README.md" # Or the actual path to your model card file
-
-# Define the path where the model card will be saved in the repository
-repo_file_path = "README.md"
-
-# Upload the model card file
-try:
-    api.upload_file(
-        path_or_fileobj=model_card_path,
-        path_in_repo=repo_file_path,
-        repo_id=repo_id,
-        commit_message="Add model card"
-    )
-    print(f"Successfully uploaded {model_card_path} to {repo_id}/{repo_file_path}")
-except Exception as e:
-    print(f"Failed to upload {model_card_path} to {repo_id}: {e}")
-    print("Please ensure the repository exists and you have write access.")
+Model Card for fine-tuned-gpt2-wordpress
+This is a fine-tuned GPT-2 model on a WordPress-related dataset.
+
+Model Description
+This model is a fine-tuned version of the GPT-2 model, a transformer-based language model developed by OpenAI. It has been further trained on a dataset related to WordPress, with the goal of generating text relevant to WordPress queries, concepts, or tasks.
+
+Intended Use
+This model is intended for text generation tasks within the domain of WordPress. This could include:
+
+Generating responses to WordPress-related questions.
+Creating content snippets for WordPress websites.
+Assisting in writing documentation or tutorials related to WordPress.
+Exploring and generating ideas for WordPress themes, plugins, or features.
+This model is not intended for:
+
+Generating harmful, biased, or offensive content.
+Deployment in critical applications without further fine-tuning and rigorous evaluation.
+Generating content outside of the WordPress domain.
+Training Data
+The model was fine-tuned on a dataset that, for demonstration purposes, was simulated using a dummy dataset due to issues loading specific WordPress datasets. The dummy dataset contained text data designed to mimic potential WordPress-related text.
+
+(Replace this section with details about your actual training dataset once it is used, including its source, size, and characteristics.)
+
+Training Procedure
+The model was fine-tuned using the Hugging Face transformers library and Trainer class.
+
+Base Model: gpt2
+Training Arguments:
+output_dir: ./results
+num_train_epochs: 3
+per_device_train_batch_size: 8
+save_steps: 10_000
+save_total_limit: 2
+logging_dir: ./logs
+logging_steps: 500
+report_to: "none" (to disable W&B logging)
+(Adjust these details based on your actual training configuration.)
+
+Evaluation Results
+The model was evaluated on a dummy test dataset. The evaluation results are as follows:
+
+{'eval_loss': 5.172921657562256, 'eval_runtime': 4.4501, 'eval_samples_per_second': 4.494, 'eval_steps_per_second': 0.674, 'epoch': 3.0}
+(Replace these results with the evaluation metrics from your actual test set.)
+
+Limitations and Bias
+(Add information about any known limitations or biases of the model based on the training data or model architecture.)
+
+Further Information
+(Include links to the original model, the dataset used, or any other relevant resources.)