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Fix malformed markdown links in PaddleOCR-VL SFT documentation #1342

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Fix malformed markdown links in PaddleOCR-VL SFT documentation #1342

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8 changes: 4 additions & 4 deletions docs/paddleocr_vl_sft.md
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Expand Up @@ -49,7 +49,7 @@ python -m pip install opencv-python-headless
python -m pip install numpy==1.26.4
```

For more installation methods, please refer to the [ERNIEKit Installation Guide]((./erniekit.md#2-installation)).
For more installation methods, please refer to the [ERNIEKit Installation Guide](./erniekit.md#2-installation).

## 3. Model and Dataset Preparation

Expand All @@ -62,7 +62,7 @@ huggingface-cli download PaddlePaddle/PaddleOCR-VL --local-dir PaddlePaddle/Padd

### 3.2. Dataset Preparation

For the training dataset format, please refer to [SFT VL Dataset Format]((./datasets.md#sft-vl-dataset)). Required fields are as follows:
For the training dataset format, please refer to [SFT VL Dataset Format](./datasets.md#sft-vl-dataset). Required fields are as follows:
* `text_info`: The list of text data, each element contains a `text` and a `tag`
* `text`: The text content from User question or System response
* `tag`: The mask tag (`no_mask`=include in training, `mask`=exclude)
Expand All @@ -75,7 +75,7 @@ Notes:
* Each training sample is in JSON format, with multiple samples separated by newlines
* Please ensure that `mask` items and `no_mask` items alternate in the `text_info`

For your convenience, we also provide a quick-start [Bengali training dataset]((https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-train_Bengali.jsonl)) for fine-tuning PaddleOCR-VL-0.9B on Bengali recognition. Download it using the following command:
For your convenience, we also provide a quick-start [Bengali training dataset](https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-train_Bengali.jsonl) for fine-tuning PaddleOCR-VL-0.9B on Bengali recognition. Download it using the following command:

```bash
wget https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-train_Bengali.jsonl
Expand Down Expand Up @@ -194,7 +194,7 @@ cp PaddlePaddle/PaddleOCR-VL/inference.yml PaddleOCR-VL-SFT-Bengali
```

### 7.3. Inference Dataset Preparation
We provide a [Bengali test dataset]((https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-test_Bengali.jsonl)) that can be used for inference to observe the fine-tuning results. Download it using the following command:
We provide a [Bengali test dataset](https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-test_Bengali.jsonl) that can be used for inference to observe the fine-tuning results. Download it using the following command:

```bash
wget https://paddleformers.bj.bcebos.com/datasets/ocr_vl_sft-test_Bengali.jsonl
Expand Down