https://learn.deeplearning.ai/courses/quantization-fundamentals
Learn how to quantize any open source model.
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Learn how to compress models with the Hugging Face Transformers library and the Quanto library.
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Learn about linear quantization, a simple yet effective method for compressing models.
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Practice quantizing open source multimodal and language models.
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Beginner
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Younes Belkada, Marc Sun
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Prerequisite recommendation: A basic understanding of machine learning concepts and some experience with PyTorch.
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_01/video/huggingface_c2-1_01_720p/huggingface_c2-1_01_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_02/video/huggingface_c2-1_02_720p/huggingface_c2-1_02_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_03/video/huggingface_c2-1_03_720p/huggingface_c2-1_03_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_04/video/huggingface_c2-1_04_720p/huggingface_c2-1_04_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_05/video/huggingface_c2-1_05_720p/huggingface_c2-1_05_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_06/video/huggingface_c2-1_06_720p/huggingface_c2-1_06_720p.m3u8
- https://dyckms5inbsqq.cloudfront.net/HuggingFace/huggingface-c2-1/huggingface_c2-1_07/video/huggingface_c2-1_07_720p/huggingface_c2-1_07_720p.m3u8