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Update README Highlights for yolo and bert models #344

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Jul 29, 2021
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Update README Highlights for yolo and bert models #344

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12 changes: 12 additions & 0 deletions README.md
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Expand Up @@ -91,6 +91,12 @@ The [GitHub repository](https://github.com/neuralmagic/sparseml) contains integr
<a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/ultralytics-yolov3/tutorials/sparsifying_yolov3_using_recipes.md">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov3.png" width="136px" />
</a>
<a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/ultralytics-yolov5/tutorials/sparsifying_yolov5_using_recipes.md">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov5.png" width="136px" />
</a>
<a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/huggingface-transformers/tutorials/sparsifying_bert_using_recipes.md">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/nlp_bert.png" width="136px" />
</a>
</p>

### Transfer Learning from Sparse Models
Expand All @@ -99,6 +105,12 @@ The [GitHub repository](https://github.com/neuralmagic/sparseml) contains integr
<a href="https://github.com/neuralmagic/sparseml/tree/main/integrations/pytorch/notebooks/sparse_quantized_transfer_learning.ipynb">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/classification_resnet-50.png" width="136px" />
</a>
<a href="https://github.com/neuralmagic/sparseml/blob/main/integrations/ultralytics-yolov3/tutorials/yolov3_sparse_transfer_learning.md">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov3.png" width="136px" />
</a>
<a href="https://github.com/neuralmagic/sparseml/blob/main/integrations/ultralytics-yolov5/tutorials/yolov5_sparse_transfer_learning.md">
<img src="https://docs.neuralmagic.com/docs/source/tutorials/detection_yolov5.png" width="136px" />
</a>
</p>


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