
Blend multiple models, outperform single models, share your orchestra.
pip install beethovainBrowse Blend multiple models, outperform single models, share your orchestra.
Blending: gemma-4b + exaone-7.8b + llama3kr-8b. 1971 test cases.
Blending: phi4-mini + gemma-4b + exaone-7.8b. 1971 test cases.
Blending: gemma-1b-ft + exaone-7.8b + mistral-nemo. 1971 test cases.
Blending: gemma-1b-ft + exaone-7.8b + llama3kr-8b. 1971 test cases.
Blending: gemma-1b-ft + phi4-mini + exaone-7.8b. 1971 test cases.
Blending: gemma-1b-ft + phi4-mini + exaone-7.8b. 1971 test cases.
Blending: phi4-mini + exaone-1.2b. 21 test cases. Duration: 121800ms
Blending: llama3kr-8b + exaone-1.2b. 21 test cases. Duration: 189000ms
Blending: llama3kr-8b + phi4-mini. 21 test cases. Duration: 403200ms
Blending: exaone-7.8b + exaone-1.2b. 21 test cases. Duration: 220500ms
Blending: exaone-7.8b + phi4-mini. 21 test cases. Duration: 254100ms
Blending: exaone-7.8b + llama3kr-8b. 21 test cases. Duration: 354900ms
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: 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