Updated README

README.md

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 pinned: false
 license: mit
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+# ERA-SESSION22 Training PyThia-160M from scratch on AWS Sagemaker
+[**Repo Link**](https://github.com/RaviNaik/ERA-SESSION22/)
+
+This is an implementation of Pythia-160M [LitGPT](https://github.com/Lightning-AI/lit-gpt) by LightningAI.  
+Dataset used to train: [RedPajama](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T).
+
+### Tasks:
+1. :heavy_check_mark: Once done, share: screenshot of the logs showing your submission result and clearly showing PageMaker in the URL [800 pts]
+2. :heavy_check_mark: 4 sample predictions [200 pts]
+3. ✔️ The model moved to HuggingFace Spaces as an app. [1000 pts]
+
+### Training Log on AWS Sagemaker:
+![image](https://github.com/RaviNaik/ERA-SESSION22/assets/23289802/b549772f-847e-4f12-a6f6-6661abd36fc8)
+
+### Sample Results:
+![image](https://github.com/RaviNaik/ERA-SESSION22/assets/23289802/6ce0cccf-9694-4020-8e98-e2175c0e2261)
+
+![image](https://github.com/RaviNaik/ERA-SESSION22/assets/23289802/a21addc7-2d13-4a96-977c-2eaff2e8d414)
+
+![image](https://github.com/RaviNaik/ERA-SESSION22/assets/23289802/bdf88403-b430-49d3-a706-1210728c39ee)
+
+![image](https://github.com/RaviNaik/ERA-SESSION22/assets/23289802/27493648-9273-47a0-bc5f-42dcbf74cb87)
+

out/redpajama/lit_model.pth

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