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Lessons > Deploying Models with Inference API

Deploying Models with Inference API

Course Content
Day 1 – Introduction to HuggingFace Ecosystem
0/3
What is HuggingFace?
00:20:00
Installing and Using Transformers Library
00:20:00
Hands-on
00:20:00
Day 2 – Working with Pretrained Models & Tokenizers
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Understanding Tokenization
00:20:00
Loading Pretrained Models Manually
00:20:00
Hands-on:
00:20:00
Day 3 – Fine-tuning Transformers on Custom Data
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Intro to Fine-tuning Workflow
00:20:00
Using HuggingFace Datasets
00:20:00
Hands-on
00:20:00
Day 4 – Model Deployment & Sharing
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Using HuggingFace Hub
00:20:00
Deploying Models with Inference API
00:20:00
Hands-on:
00:20:00
Day 5 – Building Real-World AI Applications
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Gradio + Transformers App Building
00:20:00
Multimodal Models (Bonus)
00:20:00
Hands-on Capstone:
00:20:00
HuggingFace for Developers

Test hosted inference on HuggingFace and integrate with web apps.

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