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| title: "ERA SESSION21: GPT from scratch" | |
| emoji: 🌍 | |
| colorFrom: indigo | |
| colorTo: blue | |
| sdk: gradio | |
| sdk_version: 3.50.2 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| ### Results | |
| **Bigram Base model training and results** | |
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| **GPT Model training results** | |
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| #### Generation Output: | |
| ```python | |
| model = torch.load("checkpoints/model.pth", map_location={"cpu": device}) | |
| results = generate("hello", model, block_size, 1000, device) | |
| print(results) | |
| ``` | |
| ``` | |
| hellows thence grown from thee. | |
| Since thou hast raim, thou thast well were quarterned; and | |
| ever man tree can saw for words word from her at hour | |
| Whiles contrations or devoided from ere years; | |
| Yea, foul vice, indelice on the bird of the | |
| noble of Hermione. | |
| PARIS: | |
| Sir, adies, sir, hate no choping but to your good. | |
| HENRY BOLINGBROKE: | |
| Yes, to ask you might, foreweed. | |
| WARCK: | |
| 'Tis he made moust true. | |
| RORSET: | |
| It is an hour fastal that cracknaf at the chase | |
| Upon; you are your hearing news a daughter. | |
| KING EDWARD IV: | |
| Tut, Lord Warwick, thou shouldst aft Rutlansps? | |
| Thou tust but back hild, he countemn'd my lady's seal, | |
| For access dead the treature moon! and the Englisting! | |
| Thy vage for yonder see thou be donen? | |
| O, count thou dost not Romeo, thou pratheeo sir, | |
| That sweet thou feigh with no past blood on | |
| Be see, here through on that find bears, if an | |
| pretterinctors three and aspect die meeds thou, | |
| Behing mine of thy denigning state lain business? | |
| SAMPSA: | |
| Sir, ha! but thou refused? thyself food, gr | |
| ``` | |
| ### Gradio Interface | |
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