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Back to Open Source Models with Hugging Face

Learner Reviews & Feedback for Open Source Models with Hugging Face by DeepLearning.AI

4.7
stars
55 ratings

About the Course

The availability of models and their weights for anyone to download enables a broader range of developers to innovate and create. In this course, you’ll select open source models from Hugging Face Hub to perform NLP, audio, image and multimodal tasks using the Hugging Face transformers library. Easily package your code into a user-friendly app that you can run on the cloud using Gradio and Hugging Face Spaces. You will: 1. Use the transformers library to turn a small language model into a chatbot capable of multi-turn conversations to answer follow-up questions. 2. Translate between languages, summarize documents, and measure the similarity between two pieces of text, which can be used for search and retrieval. 3. Convert audio to text with Automatic Speech Recognition (ASR), and convert text to audio using Text to Speech (TTS). 4. Perform zero-shot audio classification, to classify audio without fine-tuning the model. 5. Generate an audio narration describing an image by combining object detection and text-to-speech models. 6. Identify objects or regions in an image by prompting a zero-shot image segmentation model with points to identify the object that you want to select. 7. Implement visual question answering, image search, image captioning and other multimodal tasks. 8. Share your AI app using Gradio and Hugging Face Spaces to run your applications in a user-friendly interface on the cloud or as an API. The course will provide you with the building blocks that you can combine into a pipeline to build your AI-enabled applications!...

Top reviews

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1 - 12 of 12 Reviews for Open Source Models with Hugging Face

By Tiago B L

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Feb 10, 2025

HuggingFace does a great job democratizing AI models. Its is super easy to use and this course shows that.

By MUJEEB-UR-REHMAN

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Jul 7, 2024

The Project is well planned and well organized showing all the usage with real time examples

By Geltmar v B

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Feb 18, 2025

Straightforward, hands-on introduction to using Hugging Face resources. Highly recommended!

By 理查德

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Sep 13, 2024

To cross the threshold to use hugging face I completely achieve the target

By Carlos A G P

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Sep 30, 2024

It was excellent, thank you very much.

By Karl J

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Aug 4, 2024

Great intro, now show fine tuning!

By lamonte d

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May 1, 2025

Great introduction.

By Sudharsana K

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May 26, 2025

very informative

By Muhammad R

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Jan 18, 2025

very informative

By Ma'murjon N

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Mar 27, 2025

great

By Rishabh N J

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Jun 10, 2025

.

By Asit S

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Mar 30, 2025

a lot of good code samples but not good for training