Upload 2 files

data/energy/reasoning.csv

@@ -1,21 +1,19 @@
-model,total_gpu_energy,energy_score,class,test date,total_duration_seconds,avg_latency_seconds,total_tokens,total_prompt_tokens,total_completion_tokens,throughput_tokens_per_second,gpu_energy_wh,co2_emissions_g,tokens_per_joule,avg_energy_per_prompt_wh
-google/gemma-3-4b-pt,0.0505720,3,A,Oct 2025,1148.76,114.8759,37614,4747,32867,32.74,50.572,26.9222,0.2066,5.0572
-HuggingFaceTB/SmolLM3-3B,0.0631661,1,A,Oct 2025,1209.03,120.903,78548,4700,73848,64.97,63.1661,29.1244,0.3454,6.3166
-microsoft/Phi-4-reasoning-plus,0.0495843,4,A,Oct 2025,523.85,52.3846,32326,4703,27623,61.71,49.5843,14.388,0.1811,4.9584
-tencent/Hunyuan-1.8B-Instruct,0.0001252,5,A,Oct 2025,2.45,0.245,4908,4808,100,2003.19,0.1252,0.0719,10.8871,0.0125
-Qwen/Qwen3-0.6B,0.0588942,2,A,Oct 2025,1387.29,138.7289,86677,4757,81920,62.48,58.8942,32.3393,0.4088,5.8894
-openai/gpt-oss-20b (high),0.0423200,4,B,Oct 2025,588.31,58.8304,0.0297,24898,4982,19916,42.32,45.2818,37.7801,0.1527
-openai/gpt-oss-20b (low),0.0766200,2,B,Oct 2025,115.32,11.5321,0.0316,8836,4982,3854,76.62,8.6154,7.4076,0.2849
-openai/gpt-oss-20b (medium),0.0485800,3,B,Oct 2025,337.23,33.7232,0.0298,16382,4982,11400,48.58,25.8842,21.6688,0.1758
-Qwen/Qwen3-30B-A3B,0.0117100,5,B,Oct 2025,1497.23,149.7228,0.1179,17539,4837,12702,11.71,53.1931,86.178,0.0916
-LGAI-EXAONE/EXAONE-4.0-32B,0.9434400,1,B,Oct 2025,5.33,0.5333,0.0533,5032,4932,100,943.44,0.5051,0.3991,2.7673
-nvidia/Llama-3_3-Nemotron-Super-49B-v1_5,0.0357100,5,B,Oct 2025,134.71,13.4708,1.3471,4810,4710,100,35.71,5.1096,7.859,0.2615
-openai/gpt-oss-120b (high),0.0134600,5,C,Oct 2025,1598.03,159.8031,0.0967,21508,4982,16526,13.46,669.5301,546.0726,0.0089
-openai/gpt-oss-120b (low),0.0157100,3,C,Oct 2025,925.31,92.5304,0.0974,14537,4982,9555,15.71,388.163,316.7068,0.0104
-openai/gpt-oss-120b (medium),0.0143500,4,C,Oct 2025,1245.05,124.5046,0.0966,17871,4982,12889,14.35,522.6525,425.7566,0.0095
-Qwen/Qwen3-Next-80B-A3B-Thinking,0.0972300,1,C,Oct 2025,50.98,5.0984,0.5098,4957,4857,100,97.23,16.312,18.8444,0.0844
-Qwen/Qwen3-Next-80B-A3B-Instruct,0.0973800,1,C,Oct 2025,50.7,5.0698,0.507,4937,4837,100,97.38,16.2614,18.7456,0.0843
-Qwen/Qwen3-235B-A22B,0.0925400,2,C,Oct 2025,53.35,5.3348,0.5335,4937,4837,100,92.54,17.2698,82.0394,0.0794
-deepseek-ai/DeepSeek-R1-0528,,,C,Oct 2025,0,0,0,0,0,0,0,0,0,0
-,,,,,,,,,,,,,,
-,,,,,,,,,,,,,,
+model,total_gpu_energy,energy_score,class,test date
+Qwen/Qwen3-0.6B,0.54699,5,A,Dec 25
+tencent/Hunyuan-1.8B-Instruct,1.47896,5,A,Dec 25
+openai/gpt-oss-120b medium,6.5863,5,C,Dec 25
+openai/gpt-oss-120b low,5.31293,5,C,Dec 25
+openai/gpt-oss-120b high,8.50362,5,C,Dec 25
+microsoft/Phi-4-reasoning-plus,9.46161,2,A,Dec 25
+openai/gpt-oss-20b medium,4.12211,5,B,Dec 25
+openai/gpt-oss-20b low,1.13559,5,B,Dec 25
+openai/gpt-oss-20b high,5.51201,4,B,Dec 25
+Qwen/Qwen3-235B-A22B,0.30053,5,C,Dec 25
+Qwen/Qwen3-30B-A3B,11.13006,3,B,Dec 25
+LGAI-EXAONE/EXAONE-4.0-32B,18.99236,1,B,Dec 25
+deepseek-ai/DeepSeek-R1-Distill-Qwen-32B,4.78983,5,C,Dec 25
+HuggingFaceTB/SmolLM3-3B,12.79122,1,A,Dec 25
+google/gemma-3-4b-pt,11.81118,1,A,Dec 25
+deepseek-ai/DeepSeek-R1-Distill-Llama-70B,308.18551,1,C,Dec 25
+Qwen/Qwen3-Next-80B-A3B-Instruct,0.26673,5,C,Dec 25
+Qwen/Qwen3-Next-80B-A3B-Thinking,0.27667,5,C,Dec 25

data/energy/text_generation.csv

@@ -1,41 +1,62 @@
-model,total_gpu_energy,energy_score,class
-berkeley-nest/Starling-LM-7B-alpha,0.019010862,2,A
-distilbert/distilgpt2,0.001313333,5,A
-Salesforce/xLAM-7b-r,0.019170496,2,A
-openai-community/gpt2,0.002146239,5,A
-openai-community/gpt2-xl,0.008921289,4,A
-openai-community/gpt2-medium,0.003956383,5,A
-openai-community/gpt2-large,0.006120968,5,A
-openai-community/openai-gpt,0.002703617,5,A
-microsoft/phi-1,0.006393343,5,A
-microsoft/phi-1_5,0.006290348,5,A
-microsoft/phi-2,0.009863832,4,A
-microsoft/phi-4,0.028741175,1,A
-CohereForAI/aya-23-8B,0.017817499,2,A
-allenai/OLMo-1.7-7B-hf,0.016831336,3,A
-allenai/OLMo-1B-hf,0.005593808,5,A
-facebook/opt-2.7b,0.008059587,4,A
-facebook/opt-125m,0.001943623,5,A
-mistralai/Mistral-7B-v0.1,0.019130424,2,A
-mistralai/Ministral-8B-Instruct-2410,0.02087486,2,A
-tiiuae/falcon-7b,0.015875393,3,A
-meta-llama/Meta-Llama-3-8B,0.017333139,3,A
-meta-llama/Llama-2-7b-hf,0.016441257,3,A
-meta-llama/Meta-Llama-3.1-8B,0.017376263,3,A
-meta-llama/Llama-2-13b-hf,0.026102442,1,A
-HuggingFaceTB/SmolLM2-1.7B-Instruct,0.007708234,4,A
-HuggingFaceTB/SmolLM-1.7B,0.007644623,4,A
-HuggingFaceTB/SmolLM-135M,0.007279517,4,A
-HuggingFaceTB/SmolLM-360M,0.008095212,4,A
-google/gemma-2b,0.008679811,4,A
-google/gemma-7b,0.018899583,2,A
-google/gemma-2-2b-it,0.018639217,2,A
-01-ai/Yi-1.5-9B,0.023000635,2,A
-mistralai/Mixtral-8x7B-v0.1,0.615390413,1,B
-Qwen/QwQ-32B-Preview,0.054556478,5,B
-01-ai/Yi-1.5-34B,0.056079427,5,B
-CohereForAI/c4ai-command-r-plus,3.426381777,1,C
-crm-sf/TextBase-70B,1.721555861,5,C
-meta-llama/Meta-Llama-3-70B,1.71965556,5,C
-meta-llama/Llama-2-70b-hf,1.648505252,5,C
-Qwen/Qwen2.5-72B-Instruct,1.86955316,5,C
+model,total_gpu_energy,energy_score,class,test date,,,
+berkeley-nest/Starling-LM-7B-alpha,0.019011,2,A,Feb 25,,,
+distilbert/distilgpt2,0.001313,5,A,Feb 25,,,
+Salesforce/xLAM-7b-r,0.019170,2,A,Feb 25,,,
+openai-community/gpt2,0.002146,5,A,Feb 25,,,
+openai-community/gpt2-xl,0.008921,4,A,Feb 25,,,
+openai-community/gpt2-medium,0.003956,5,A,Feb 25,,,
+openai-community/gpt2-large,0.006121,5,A,Feb 25,,,
+openai-community/openai-gpt,0.002704,5,A,Feb 25,,,
+microsoft/phi-1,0.006393,5,A,Feb 25,,,
+microsoft/phi-1_5,0.006290,5,A,Feb 25,,,
+microsoft/phi-2,0.009864,4,A,Feb 25,,,
+microsoft/phi-4,0.028741,1,A,Feb 25,,,
+CohereForAI/aya-23-8B,0.017817,2,A,Feb 25,,,
+allenai/OLMo-1.7-7B-hf,0.016831,3,A,Feb 25,,,
+allenai/OLMo-1B-hf,0.005594,5,A,Feb 25,,,
+facebook/opt-2.7b,0.008060,4,A,Feb 25,,,
+facebook/opt-125m,0.001944,5,A,Feb 25,,,
+mistralai/Mistral-7B-v0.1,0.019130,2,A,Feb 25,,,
+mistralai/Ministral-8B-Instruct-2410,0.020875,2,A,Feb 25,,,
+tiiuae/falcon-7b,0.015875,3,A,Feb 25,,,
+meta-llama/Meta-Llama-3-8B,0.017333,3,A,Feb 25,,,
+meta-llama/Llama-2-7b-hf,0.016441,3,A,Feb 25,,,
+meta-llama/Meta-Llama-3.1-8B,0.017376,3,A,Feb 25,,,
+meta-llama/Llama-2-13b-hf,0.026102,1,A,Feb 25,,,
+HuggingFaceTB/SmolLM2-1.7B-Instruct,0.007708,4,A,Feb 25,,,
+HuggingFaceTB/SmolLM-1.7B,0.007645,4,A,Feb 25,,,
+HuggingFaceTB/SmolLM-135M,0.007280,4,A,Feb 25,,,
+HuggingFaceTB/SmolLM-360M,0.008095,4,A,Feb 25,,,
+google/gemma-2b,0.008680,4,A,Feb 25,,,
+google/gemma-7b,0.018900,2,A,Feb 25,,,
+google/gemma-2-2b-it,0.018639,2,A,Feb 25,,,
+01-ai/Yi-1.5-9B,0.023001,2,A,Feb 25,,,
+mistralai/Mixtral-8x7B-v0.1,0.615390,1,B,Feb 25,,,
+Qwen/QwQ-32B-Preview,0.054556,5,B,Feb 25,,,
+01-ai/Yi-1.5-34B,0.056079,5,B,Feb 25,,,
+CohereForAI/c4ai-command-r-plus,3.426382,1,C,Feb 25,,,
+crm-sf/TextBase-70B,1.721556,5,C,Feb 25,,,
+meta-llama/Meta-Llama-3-70B,1.719656,5,C,Feb 25,,,
+meta-llama/Llama-2-70b-hf,1.648505,5,C,Feb 25,,,
+Qwen/Qwen2.5-72B-Instruct,1.869553,5,C,Feb 25,,,
+google/gemma-3-270m,0.009290,5,A,Dec 25,,,
+Qwen/Qwen3-0.6B,0.011830,5,A,Dec 25,,,
+tencent/Hunyuan-1.8B-Instruct,0.004200,5,A,Dec 25,,,
+mistralai/Mistral-Nemo-Instruct-2407,0.023190,4,A,Dec 25,,,
+Qwen/Qwen2.5-Coder-14B,0.027120,4,A,Dec 25,,,
+microsoft/Phi-4-reasoning-plus,0.018420,5,A,Dec 25,,,
+google/gemma-3-1b-pt,0.012330,5,A,Dec 25,,,
+ibm-granite/granite-4.0-micro,0.016630,5,A,Dec 25,,,
+HuggingFaceTB/SmolLM3-3B,0.018350,5,A,Dec 25,,,
+ibm-granite/granite-4.0-h-tiny,0.081820,1,A,Dec 25,,,
+swiss-ai/Apertus-8B-Instruct-2509,0.021740,4,A,Dec 25,,,
+google/gemma-3-27b-pt,0.050410,2,B,Dec 25,,,
+Qwen/Qwen3-30B-A3B,0.037380,5,B,Dec 25,,,
+LGAI-EXAONE/EXAONE-4.0-32B,0.054480,1,B,Dec 25,,,
+zai-org/GLM-4.5-Air,0.220550,5,C,Dec 25,,,
+Qwen/Qwen3-235B-A22B,0.305810,4,C,Dec 25,,,
+deepseek-ai/DeepSeek-R1-Distill-Qwen-32B,0.036640,5,C,Dec 25,,,
+zai-org/GLM-4.5,1.225420,1,C,Dec 25,,,
+zai-org/GLM-4.6,1.273550,1,C,Dec 25,,,
+swiss-ai/Apertus-70B-Instruct-2509,0.697520,3,C,Dec 25,,,
+deepseek-ai/DeepSeek-R1-Distill-Llama-70B,0.049530,5,C,Dec 25,,,