OneHack Us ZerotoMastery Learn Hugging Face by Building Custom AI Model

OneHack Us ZerotoMastery Learn Hugging Face by Building Custom AI Model

Name	[OneHack.Us] ZerotoMastery - Learn Hugging Face by Building a Custom AI Model	DOWNLOAD Copy Link
Total Size	2.1 GB
Total Files	41
Last Seen	2024-12-24 00:05
Hash	37465838AB55360F484615DE710311877B2EA3B1

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01. Introduction (Hugging Face Ecosystem and Text Classification) - Zero - 1920x1080 619K.mp4	28.0 MB
02. More Text Classification Examples - Zero - 1920x1080 490K.mp4	12.0 MB
03. What We're Going To Build! - Zero - 1920x1080 810K.mp4	36.2 MB
04. Getting Setup Adding Hugging Face Tokens to Google Colab - Zero - 1920x1080 868K.mp4	31.7 MB
05. Getting Setup Importing Necessary Libraries to Google Colab - Zero - 1920x1080 914K.mp4	54.7 MB
06. Downloading a Text Classification Dataset from Hugging Face Datasets - Zero - 1920x1080 818K.mp4	81.8 MB
07. Preparing Text Data for Use with a Model - Part 1 Turning Our Labels into Numbers - Zero - 1920x1080 661K.mp4	48.6 MB
08. Preparing Text Data for Use with a Model - Part 2 Creating Train and Test Sets - Zero - 1920x1080 582K.mp4	21.0 MB
09. Preparing Text Data for Use with a Model - Part 3 Getting a Tokenizer - Zero - 1920x1080 892K.mp4	67.8 MB
10. Preparing Text Data for Use with a Model - Part 4 Exploring Our Tokenizer - Zero - 1920x1080 700K.mp4	43.2 MB
11. Preparing Text Data for Use with a Model - Part 5 Creating a Function to Tokenize Our Data - Zero - 1920x1080 883K.mp4	95.1 MB
12. Setting Up an Evaluation Metric (to measure how well our model performs) - Zero - 1920x1080 788K.mp4	41.1 MB
13. Introduction to Transfer Learning (a powerful technique to get good results quickly) - Zero - 1920x1080 780K.mp4	31.8 MB
14. Model Training - Part 1 Setting Up a Pretrained Model from the Hugging Face Hub - Zero - 1920x1080 1022K.mp4	76.0 MB
15. Model Training - Part 2 Counting the Parameters in Our Model - Zero - 1920x1080 903K.mp4	78.1 MB
16. Model Training - Part 3 Creating a Folder to Save Our Model - Zero - 1920x1080 856K.mp4	19.8 MB
17. Model Training - Part 4 Setting Up Our Training Arguments with TrainingArguments - Zero - 1920x1080 1233K.mp4	116.5 MB
18. Model Training - Part 5 Setting Up an Instance of Trainer with Hugging Face Transformers - Zero - 1920x1080 1119K.mp4	35.6 MB
19. Model Training - Part 6 Training Our Model and Fixing Errors Along the Way - Zero - 1920x1080 933K.mp4	75.7 MB
20. Model Training - Part 7 Inspecting Our Models Loss Curves - Zero - 1920x1080 807K.mp4	69.8 MB
21. Model Training - Part 8 Uploading Our Model to the Hugging Face Hub - Zero - 1920x1080 1009K.mp4	50.5 MB
22. Making Predictions on the Test Data with Our Trained Model - Zero - 1920x1080 865K.mp4	30.6 MB
23. Turning Our Predictions into Prediction Probabilities with PyTorch - Zero - 1920x1080 839K.mp4	59.6 MB
24. Sorting Our Model's Predictions by Their Probability - Zero - 1920x1080 651K.mp4	18.7 MB
25. Performing Inference - Part 1 Discussing Our Options - Zero - 1920x1080 807K.mp4	43.0 MB
26. Performing Inference - Part 2 Using a Transformers Pipeline (one sample at a time) - Zero - 1920x1080 890K.mp4	54.4 MB
27. Performing Inference - Part 3 Using a Transformers Pipeline on Multiple Samples at a Time (Batching) - Zero - 1920x1080 1160K.mp4	45.4 MB
28. Performing Inference - Part 4 Running Speed Tests to Compare One at a Time vs. Batched Predictions - Zero - 1920x1080 826K.mp4	48.5 MB
29. Performing Inference - Part 5 Performing Inference with PyTorch - Zero - 1920x1080 851K.mp4	63.8 MB
30. OPTIONAL - Putting It All Together from Data Loading, to Model Training, to making Predictions on Custom Data - Zero - 1920x1080 848K.mp4	168.6 MB
31. Turning Our Model into a Demo - Part 1 Gradio Overview - Zero - 1920x1080 997K.mp4	25.3 MB
32. Turning Our Model into a Demo - Part 2 Building a Function to Map Inputs to Outputs - Zero - 1920x1080 684K.mp4	27.2 MB
33. Turning Our Model into a Demo - Part 3 Getting Our Gradio Demo Running Locally - Zero - 1920x1080 777K.mp4	31.5 MB
34. Making Our Demo Publicly Accessible - Part 1 Introduction to Hugging Face Spaces and Creating a Demos Directory - Zero - 1920x1080 650K.mp4	31.6 MB
35. Making Our Demo Publicly Accessible - Part 2 Creating an App File - Zero - 1920x1080 980K.mp4	72.4 MB
36. Making Our Demo Publicly Accessible - Part 3 Creating a README File - Zero - 1920x1080 820K.mp4	35.6 MB
37. Making Our Demo Publicly Accessible - Part 4 Making a Requirements File - Zero - 1920x1080 872K.mp4	19.4 MB
38. Making Our Demo Publicly Accessible - Part 5 Uploading Our Demo to Hugging Face Spaces and Making it Publicly Available - Zero - 1920x1080 940K.mp4	105.3 MB
39. Summary Exercises and Extensions - Zero - 1920x1080 1213K.mp4	60.5 MB
OneHack.Us - Free Tutorials, Guides, Courses, Community Forum & more!.txt	0.1 KB
Onehack.us - Together we learn!.url	0.2 KB
Total files 41