NLP-Based-Implementations

Implementation of LLMs and related architectures.

Current Implementations

1. LLama2
2. Transformer
3. RAG
4. Explainable AI
   • LIME, SHAP on Logistic Regression
   • SHAP on BERT
   • Integrated Gradients in pytorch on GPT2
5. LoRA adapters and Quantization in pytorch
6. Decision Transformer for controlled toxicity in text generation
7. ReAct Agent for a Time Travelling guide

Future Ideas

• More Agents!!