Add instruction finetuned model

Import fix

Added chainlit app + lil refactor classification_finetuning

Added optional saving in better training loop

Fix training loop import in instruction_finetuning

Finetuning refactor + plot refactor

Deleted gpt2.py

Refactor SimpleDataset class

Refactor SmolGPT class

Adjusted SelfAttention imports

Refactor of SelfAttention classes

Moved SimpleTokenizer to a specific file

LoRa Fine-Tuning

Finished evaluation

Setup handling of ollama and loaded models

Saved response of model to test set

FIne-tuning of gpt2-small done

Finished Model Classification Fine-Tuning

Finished Dataset Preparation for Classification Fine-Tuning

deleted gpt_download.py

Updated .gitignore

Added GPT2 weights download

Better training loop + saving model

Add loss plot and 'smart' text generation

Loss function and train-val split implemented

Implemented basic generation of text

Implemented MultiHeadAttention class w/ batched matrix multiplication

Implemented SelfAttentionV1 and SelfAttentionV2

Update README.md

Add README