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1. SmolLM_RL SmolLM_RL Public

   Implemented the SmolLM-135M (by HuggingFace) language model architecture, including components like Rotary Positional Embeddings, KV Cache, and Grouped-Query Attention, RMS Normalization, and SwiGL…

   Jupyter Notebook

2. LinguaLex_Match LinguaLex_Match Public

   Developed and evaluated three language detection models, including an Embedding-Based approach, a TF-IDF-based Multinomial Naive Bayes model, and a fine-tuned Transformer-Based methodology.

   Jupyter Notebook

3. Transformer-Scratch Transformer-Scratch Public

   Building and training a transformer model from scratch on the German-English translation task of WMT'13.

   Python