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title: "ERA SESSION21: GPT from scratch" | |
emoji: π | |
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** | |
![image](https://github.com/RaviNaik/ERA-SESSION21/assets/23289802/4cc02d93-98fc-4114-a4c9-8a3c249eaad3) | |
**GPT Model training results** | |
![image](https://github.com/RaviNaik/ERA-SESSION21/assets/23289802/95dcde00-bf20-4853-ad20-fa67c1046f6b) | |
#### 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 | |
![image](https://github.com/RaviNaik/ERA-SESSION21/assets/23289802/f339ec6b-17b3-4de6-bbef-14eb2b3fac84) | |