Add preprocessor_config.json
Browse files- README.md +3 -3
- preprocessor_config.json +26 -0
README.md
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@@ -15,7 +15,7 @@ license: mit
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---
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## mmE5-mllama-11b-instruct
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[mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data](https://arxiv.org/abs/2502.08468.pdf). Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou, arXiv
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This model is trained based on [Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision).
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@@ -50,7 +50,6 @@ from PIL import Image
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import numpy as np
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model_args = ModelArguments(
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model_name='intfloat/mmE5-mllama-11b-instruct',
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processor_name='meta-llama/Llama-3.2-11B-Vision',
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pooling='last',
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normalize=True,
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model_backbone='mllama')
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@@ -104,4 +103,5 @@ print(string, '=', model.compute_similarity(qry_output, tgt_output))
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journal={arXiv preprint arXiv:2502.08468},
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year={2025}
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}
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```
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---
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## mmE5-mllama-11b-instruct
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[mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data](https://arxiv.org/abs/2502.08468.pdf). Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou, arXiv 2025
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This model is trained based on [Llama-3.2-11B-Vision](https://huggingface.co/meta-llama/Llama-3.2-11B-Vision).
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import numpy as np
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model_args = ModelArguments(
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model_name='intfloat/mmE5-mllama-11b-instruct',
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pooling='last',
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normalize=True,
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model_backbone='mllama')
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journal={arXiv preprint arXiv:2502.08468},
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year={2025}
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}
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```
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preprocessor_config.json
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@@ -0,0 +1,26 @@
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{
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_pad": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.48145466,
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0.4578275,
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0.40821073
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],
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"image_processor_type": "MllamaImageProcessor",
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"image_std": [
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0.26862954,
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0.26130258,
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0.27577711
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],
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"max_image_tiles": 4,
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"processor_class": "MllamaProcessor",
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 448,
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"width": 448
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}
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}
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