Python 19 Jupyter Notebook 5

2.3 Ensemble After Inference 32 2.1 Ensemble Before Inference 24 2.2 Ensemble During Inference 20 2.4 Others: Benchmarks and Applications 15

2.1.1 (a,1) Pre-Trained Router 21 2.2.1 (b,1) Token-Level Ensemble 16 2.3.1 (c,1) Non Cascade 16 2.3.2 (c,2) Cascade 16 2.4.2 Applications 10 2.4.1 Benchmarks 5 2.1.2 (a,2) Non pre-trained router 3 2.2.2 (b,2) Span-Level Ensemble 3 2.2.3 (b,3) Process-Level Ensemble 1

large-language-models 4 question-answering 1 prompting 1 model-selection 1 few-shot-learning 1 nlp 1 llm-inference 1 gpt 1 chatbot 1 natural-language-processing 1 llm 1 ensamble-methods 1 model-fusion 1 mixture-of-experts 1 in-context-learning 1