Update README.md

README.md

@@ -1,34 +1,33 @@
----
-language:
-- en
-license: apache-2.0
-benchmarks:
-- ChatDoc/OCRFlux-bench-single
-- ChatDoc/OCRFlux-bench-cross
-- ChatDoc/OCRFlux-pubtabnet-single
-- ChatDoc/OCRFlux-pubtabnet-cross
-base_model:
-- Qwen/Qwen2.5-VL-3B-Instruct
-library_name: transformers
----
-
-<img alt="OCRFlux Logo" src="https://github.com/chatdoc-com/OCRFlux/blob/main/images/OCRFlux.png" width="242px" style="margin-left:'auto' margin-right:'auto' display:'block'">
-
-# OCRFlux
-
-This is a preview release of the OCRFlux model that's fine tuned from Qwen2.5-VL-3B-Instruct using the our private document datasets and some data from
-[olmOCR-mix-0225](https://huggingface.co/datasets/allenai/olmOCR-mix-0225) dataset.
-
-Quick links:
-- 🛠️ [Code](https://github.com/chatdoc-com/OCRFlux)
-
-## Usage
-
-The best way to use this model is via the [OCRFlux toolkit](https://github.com/chatdoc-com/OCRFlux).
-The toolkit comes with an efficient inference setup via vllm that can handle millions of documents
-at scale.
-
-## License and use
-
-OCRFlux is licensed under the Apache 2.0 license.
-OCRFlux is intended for research and educational use.
+---
+language:
+- en
+license: apache-2.0
+benchmarks:
+- ChatDoc/OCRFlux-bench-single
+- ChatDoc/OCRFlux-bench-cross
+- ChatDoc/OCRFlux-pubtabnet-single
+- ChatDoc/OCRFlux-pubtabnet-cross
+base_model:
+- Qwen/Qwen2.5-VL-3B-Instruct
+library_name: transformers
+---
+
+
+# OCRFlux
+
+This is a preview release of the OCRFlux model that's fine tuned from Qwen2.5-VL-3B-Instruct using the our private document datasets and some data from
+[olmOCR-mix-0225](https://huggingface.co/datasets/allenai/olmOCR-mix-0225) dataset.
+
+Quick links:
+- 🛠️ [Code](https://github.com/chatdoc-com/OCRFlux)
+
+## Usage
+
+The best way to use this model is via the [OCRFlux toolkit](https://github.com/chatdoc-com/OCRFlux).
+The toolkit comes with an efficient inference setup via vllm that can handle millions of documents
+at scale.
+
+## License and use
+
+OCRFlux is licensed under the Apache 2.0 license.
+OCRFlux is intended for research and educational use.