| --- |
| 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. |
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| 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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