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[OneHack.Us] ZerotoMastery - Learn Hugging Face by Building a Custom AI Model
magnet:?xt=urn:btih:37465838ab55360f484615de710311877b2ea3b1&dn=[OneHack.Us] ZerotoMastery - Learn Hugging Face by Building a Custom AI Model
磁力链接详情
文件列表详情
37465838ab55360f484615de710311877b2ea3b1
infohash:
39
文件数量
1.91 GB
文件大小
2025-4-12 03:39
创建日期
2025-4-13 12:31
最后访问
相关分词
OneHack
Us
ZerotoMastery
-
Learn
Hugging
Face
by
Building
a
Custom
AI
Model
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 30.3 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 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
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