InContextLearning.ipynb utilise Qwen1.5-1.8B to practise few-shot learning, Chain-of Thought and Program-of Thought. Their capabilities are evaluated on the GSM8k Dataset.
RetrievalAugmentedLM.ipynb utilise CodeLlama-7b to practice retrieval augmented in-context learning. Examples are chosen based on the cosine similarity with the question of the query.