Optimize document table format

[KennyDizi]

PR Type

Enhancement, Documentation

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Description

• Simplified the model performance table format by converting it from HTML/CSS to Markdown, making it easier to read and maintain.
• Removed unnecessary HTML and CSS styling for tables, reducing complexity.
• Fixed minor formatting issues and markdownlint violations to improve document consistency.
• Updated the dataset section formatting for better readability.

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Changes walkthrough 📝

	Relevant files
Enhancement	index.md Simplify and optimize document table format in Markdown    docs/docs/finetuning_benchmark/index.md Simplified the model performance table format by converting it to Markdown. Removed HTML and CSS styling for tables. Fixed minor formatting issues and markdownlint violations. Updated the dataset section formatting. +29/-139

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PR Review 🔍

⏱️ Estimated effort to review [1-5]	2, because the changes are mostly related to formatting and simplification of the document structure, which are straightforward to review.
🏅 Score	85
🧪 Relevant tests	No
⚡ Possible issues	No
🔒 Security concerns	No

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PR Code Suggestions ✨

Category	Suggestion	Score
Enhancement	Combine consecutive tags into a single line to improve readability To improve readability and avoid redundancy, consider combining the two consecutive tags into a single line. docs/docs/finetuning_benchmark/index.md [11-14] -<br> -<br> +<br><br> **Model performance:** Suggestion importance[1-10]: 7 Why: The suggestion correctly identifies an opportunity to reduce redundancy and improve readability in the markdown file by combining consecutive <br> tags.	7
	Add a brief introduction before the "Model performance" table for better clarity To maintain consistency and clarity, consider adding a brief introduction or explanation before the "Model performance" table. docs/docs/finetuning_benchmark/index.md [14-16] **Model performance:** + +The following table shows the performance of various models after fine-tuning, compared to GPT-4: | Model name | Model size [B] | Better than gpt-4 rate, after fine-tuning [%] | Suggestion importance[1-10]: 6 Why: Adding a brief introduction before the table can enhance clarity and context for the reader, making it a valid and useful suggestion.	6
	Add a brief explanation before the "Evaluation dataset" section for better context To improve readability, consider adding a brief explanation before the "Evaluation dataset" section to provide context. docs/docs/finetuning_benchmark/index.md [61-63] ### Evaluation dataset + +The evaluation dataset was carefully curated to ensure diverse and representative examples: - For each tool, we aggregated 100 additional examples to be used for evaluation. These examples were not used in the training dataset, and were manually selected to represent diverse real-world use-cases. Suggestion importance[1-10]: 6 Why: Providing context before diving into details of the evaluation dataset is helpful for reader understanding, making this a beneficial suggestion.	6
	Add a horizontal rule before the "Fine-tuning impact" section for better visual separation To improve the visual separation between sections, consider adding a horizontal rule ( ) before the "Fine-tuning impact" section. docs/docs/finetuning_benchmark/index.md [33-35] <br> +<hr> **Fine-tuning impact:** Suggestion importance[1-10]: 5 Why: The suggestion to add a horizontal rule for visual separation is a minor aesthetic improvement that can enhance the document structure.	5

[KennyDizi]

Before PR

After PR

[mrT23]

it looks different at my computer:

but i think there is also a problem with dark mode, so your PR will solve this.
thanks

[KennyDizi]

That's great to hear @mrT23