Create Tool:
Create Time:1970-01-01 08:00:00
File Size:1960.89 MB
File Count:41
File Hash:37465838ab55360f484615de710311877b2ea3b1
| 01. Introduction (Hugging Face Ecosystem and Text Classification) - Zero - 1920x1080 619K.mp4 | 26.75 MB |
| 02. More Text Classification Examples - Zero - 1920x1080 490K.mp4 | 11.42 MB |
| 03. What We're Going To Build! - Zero - 1920x1080 810K.mp4 | 34.56 MB |
| 04. Getting Setup Adding Hugging Face Tokens to Google Colab - Zero - 1920x1080 868K.mp4 | 30.28 MB |
| 05. Getting Setup Importing Necessary Libraries to Google Colab - Zero - 1920x1080 914K.mp4 | 52.18 MB |
| 06. Downloading a Text Classification Dataset from Hugging Face Datasets - Zero - 1920x1080 818K.mp4 | 78.04 MB |
| 07. Preparing Text Data for Use with a Model - Part 1 Turning Our Labels into Numbers - Zero - 1920x1080 661K.mp4 | 46.31 MB |
| 08. Preparing Text Data for Use with a Model - Part 2 Creating Train and Test Sets - Zero - 1920x1080 582K.mp4 | 20.04 MB |
| 09. Preparing Text Data for Use with a Model - Part 3 Getting a Tokenizer - Zero - 1920x1080 892K.mp4 | 64.63 MB |
| 10. Preparing Text Data for Use with a Model - Part 4 Exploring Our Tokenizer - Zero - 1920x1080 700K.mp4 | 41.24 MB |
| 11. Preparing Text Data for Use with a Model - Part 5 Creating a Function to Tokenize Our Data - Zero - 1920x1080 883K.mp4 | 90.74 MB |
| 12. Setting Up an Evaluation Metric (to measure how well our model performs) - Zero - 1920x1080 788K.mp4 | 39.17 MB |
| 13. Introduction to Transfer Learning (a powerful technique to get good results quickly) - Zero - 1920x1080 780K.mp4 | 30.30 MB |
| 14. Model Training - Part 1 Setting Up a Pretrained Model from the Hugging Face Hub - Zero - 1920x1080 1022K.mp4 | 72.49 MB |
| 15. Model Training - Part 2 Counting the Parameters in Our Model - Zero - 1920x1080 903K.mp4 | 74.46 MB |
| 16. Model Training - Part 3 Creating a Folder to Save Our Model - Zero - 1920x1080 856K.mp4 | 18.92 MB |
| 17. Model Training - Part 4 Setting Up Our Training Arguments with TrainingArguments - Zero - 1920x1080 1233K.mp4 | 111.07 MB |
| 18. Model Training - Part 5 Setting Up an Instance of Trainer with Hugging Face Transformers - Zero - 1920x1080 1119K.mp4 | 33.94 MB |
| 19. Model Training - Part 6 Training Our Model and Fixing Errors Along the Way - Zero - 1920x1080 933K.mp4 | 72.15 MB |
| 20. Model Training - Part 7 Inspecting Our Models Loss Curves - Zero - 1920x1080 807K.mp4 | 66.56 MB |
| 21. Model Training - Part 8 Uploading Our Model to the Hugging Face Hub - Zero - 1920x1080 1009K.mp4 | 48.12 MB |
| 22. Making Predictions on the Test Data with Our Trained Model - Zero - 1920x1080 865K.mp4 | 29.18 MB |
| 23. Turning Our Predictions into Prediction Probabilities with PyTorch - Zero - 1920x1080 839K.mp4 | 56.84 MB |
| 24. Sorting Our Model's Predictions by Their Probability - Zero - 1920x1080 651K.mp4 | 17.87 MB |
| 25. Performing Inference - Part 1 Discussing Our Options - Zero - 1920x1080 807K.mp4 | 40.98 MB |
| 26. Performing Inference - Part 2 Using a Transformers Pipeline (one sample at a time) - Zero - 1920x1080 890K.mp4 | 51.91 MB |
| 27. Performing Inference - Part 3 Using a Transformers Pipeline on Multiple Samples at a Time (Batching) - Zero - 1920x1080 1160K.mp4 | 43.34 MB |
| 28. Performing Inference - Part 4 Running Speed Tests to Compare One at a Time vs. Batched Predictions - Zero - 1920x1080 826K.mp4 | 46.23 MB |
| 29. Performing Inference - Part 5 Performing Inference with PyTorch - Zero - 1920x1080 851K.mp4 | 60.81 MB |
| 30. OPTIONAL - Putting It All Together from Data Loading, to Model Training, to making Predictions on Custom Data - Zero - 1920x1080 848K.mp4 | 160.75 MB |
| 31. Turning Our Model into a Demo - Part 1 Gradio Overview - Zero - 1920x1080 997K.mp4 | 24.09 MB |
| 32. Turning Our Model into a Demo - Part 2 Building a Function to Map Inputs to Outputs - Zero - 1920x1080 684K.mp4 | 25.96 MB |
| 33. Turning Our Model into a Demo - Part 3 Getting Our Gradio Demo Running Locally - Zero - 1920x1080 777K.mp4 | 30.00 MB |
| 34. Making Our Demo Publicly Accessible - Part 1 Introduction to Hugging Face Spaces and Creating a Demos Directory - Zero - 1920x1080 650K.mp4 | 30.09 MB |
| 35. Making Our Demo Publicly Accessible - Part 2 Creating an App File - Zero - 1920x1080 980K.mp4 | 69.01 MB |
| 36. Making Our Demo Publicly Accessible - Part 3 Creating a README File - Zero - 1920x1080 820K.mp4 | 33.92 MB |
| 37. Making Our Demo Publicly Accessible - Part 4 Making a Requirements File - Zero - 1920x1080 872K.mp4 | 18.46 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 | 100.44 MB |
| 39. Summary Exercises and Extensions - Zero - 1920x1080 1213K.mp4 | 57.66 MB |
| OneHack.Us - Free Tutorials, Guides, Courses, Community Forum & more!.txt | 130 B |
| Onehack.us - Together we learn!.url | 246 B |
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