text_gen_energyscore.csv

,model,total_gpu_energy,energy_score,class
0,berkeley-nest/Starling-LM-7B-alpha,0.019010862430899778,2,a
,01-ai/Yi-1.5-34B,0.056079427,5,b
38,01-ai/Yi-1.5-9B,0.023000634511603835,2,a
15,allenai/OLMo-1.7-7B-hf,0.016831335687282234,3,a
16,allenai/OLMo-1B-hf,0.005593808,5,a
12,CohereForAI/aya-23-8B,0.017817499,2,a
,CohereForAI/c4ai-command-r-plus,3.426381777,1,c
1,distilbert/distilgpt2,0.001313333,5,a
18,facebook/opt-125m,0.001943623,5,a
17,facebook/opt-2.7b,0.008059587,4,a
35,google/gemma-2-2b-it,0.018639216578023365,2,a
33,google/gemma-2b,0.008679811,4,a
34,google/gemma-7b,0.018899583,2,a
30,HuggingFace/SmolLM-1.7B,0.007644623,4,a
31,HuggingFace/SmolLM-135M,0.007279517,4,a
32,HuggingFace/SmolLM-360M,0.008095212,4,a
29,HuggingFace/SmolLM2-1.7B-Instruct,0.007708234,4,a
27,meta/Llama-2-13b-hf,0.026102442270826032,1,a
,meta/Llama-2-70b-hf,1.648505252,5,c
24,meta/Llama-2-7b-hf,0.016441257,3,a
,meta/Llama-3-70B,1.71965556,5,c
23,meta/Llama-3-8B,0.017333138866497677,3,a
26,meta/Llama-3.1-8B,0.017376263067664155,3,a
8,microsoft/phi-1,0.006393343,5,a
9,microsoft/phi-1_5,0.006290348,5,a
10,microsoft/phi-2,0.009863832,4,a
11,microsoft/phi-4,0.028741174659586477,1,a
21,mistralai/Ministral-8B-Instruct-2410,0.02087486,2,a
19,mistralai/Mistral-7B-v0.1,0.019130424,2,a
,mistralai/Mixtral-8x7B-v0.1,0.615390413,1,b
7,OpenAI/gpt,0.002703617,5,a
3,OpenAI/gpt2,0.002146239,5,a
6,OpenAI/gpt2-large,0.006120968,5,a
5,OpenAI/gpt2-medium,0.003956383,5,a
4,OpenAI/gpt2-xl,0.008921289,4,a
,Qwen/Qwen2.5-72B-Instruct,1.86955316,5,c
,Qwen/QwQ-32B-Preview,0.054556478,5,b
,Salesforce/TextBase-70B,1.721555861,5,c
2,Salesforce/xLAM-7b-r,0.019170495614162064,2,a
22,tiiuae/falcon-7b,0.015875393,3,a