
Blend multiple models, outperform single models, share your orchestra.
pip install beethovainBrowse Blend multiple models, outperform single models, share your orchestra.
Blending: phi4-mini[0.97] + exaone-1.2b[0.94]. 100 test cases. Duration: 570000ms
Blending: llama3kr-8b[0.86] + exaone-1.2b[0.94]. 100 test cases. Duration: 910000ms
Blending: llama3kr-8b[0.86] + phi4-mini[0.97]. 100 test cases. Duration: 4660000ms
Blending: exaone-7.8b[0.9] + exaone-1.2b[0.94]. 100 test cases. Duration: 1650000ms
Blending: exaone-7.8b[0.9] + phi4-mini[0.97]. 100 test cases. Duration: 1730000ms
Blending: exaone-7.8b[0.9] + llama3kr-8b[0.86]. 100 test cases. Duration: 1610000ms
Blending: gemma-1b + phi4-mini. 100 test cases. Duration: 710000ms
Blending: gemma-1b + gemma-4b. 100 test cases. Duration: 3350000ms
Blending: gemma-1b + llama3kr-8b. 100 test cases. Duration: 960000ms
Blending: gemma-1b + exaone-7.8b. 100 test cases. Duration: 780000ms
Blending: exaone-1.2b + phi4-mini. 100 test cases. Duration: 390000ms
Blending: exaone-1.2b + gemma-4b. 100 test cases. Duration: 380000ms
Blending: exaone-1.2b + llama3kr-8b. 100 test cases. Duration: 430000ms
Blending: exaone-1.2b + exaone-7.8b. 100 test cases. Duration: 390000ms
Blending: exaone-1.2b. 100 test cases. Duration: 190000ms
Blending: phi4-mini. 100 test cases. Duration: 350000ms
Blending: llama3kr-8b. 100 test cases. Duration: 700000ms
Blending: exaone-7.8b. 100 test cases. Duration: 800000ms
Blending: exaone-1.2b + gemma-1b + gemma-4b + phi4-mini. 22 test cases. Duration: 666600ms
Blending: gemma-1b + gemma-4b + phi4-mini. 22 test cases. Duration: 563200ms