config dict | results dict |
|---|---|
{
"model_name": "01-ai/Yi-34B-Chat",
"model_type": "open-source",
"model_dtype": "torch.bfloat16",
"num_params": 34.389
} | {
"SAS": {
"weighted_accuracy": 0.6199999999999996
},
"EDP": {
"weighted_accuracy": 0.1654545454545451
},
"GCP": {
"weighted_accuracy": 0.0163636363636362
},
"GCP_D": {
"weighted_accuracy": 0.46363636363636307
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accurac... |
{
"model_name": "Claude-2",
"model_type": "close-source",
"model_dtype": "?",
"num_params": 176
} | {
"SAS": {
"weighted_accuracy": 0.4454545454545449
},
"EDP": {
"weighted_accuracy": 0.1199999999999995
},
"GCP": {
"weighted_accuracy": 0.0236363636363635
},
"GCP_D": {
"weighted_accuracy": 0.5218181818181813
},
"KSP": {
"weighted_accuracy": 0.0018181818181818
},
"MSP": {
"... |
{
"model_name": "Claude-Instant",
"model_type": "close-source",
"model_dtype": "?",
"num_params": 60
} | {
"SAS": {
"weighted_accuracy": 0.4418181818181813
},
"EDP": {
"weighted_accuracy": 0.1763636363636359
},
"GCP": {
"weighted_accuracy": 0.0290909090909089
},
"GCP_D": {
"weighted_accuracy": 0.5018181818181813
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy... |
{
"model_name": "GPT-3.5-Turbo",
"model_type": "close-source",
"model_dtype": "?",
"num_params": 175
} | {
"SAS": {
"weighted_accuracy": 0.9418181818181813
},
"EDP": {
"weighted_accuracy": 0.3181818181818177
},
"GCP": {
"weighted_accuracy": 0.0836363636363634
},
"GCP_D": {
"weighted_accuracy": 0.525454545454545
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy"... |
{
"model_name": "GPT-4-Turbo",
"model_type": "close-source",
"model_dtype": "?",
"num_params": 1760
} | {
"SAS": {
"weighted_accuracy": 0.9999999999999996
},
"EDP": {
"weighted_accuracy": 0.5363636363636359
},
"GCP": {
"weighted_accuracy": 0.076363636363636
},
"GCP_D": {
"weighted_accuracy": 0.7327272727272724
},
"KSP": {
"weighted_accuracy": 0.1872727272727269
},
"MSP": {
"w... |
{
"model_name": "PaLM-2",
"model_type": "close-source",
"model_dtype": "?",
"num_params": 340
} | {
"SAS": {
"weighted_accuracy": 0.41636363636363594
},
"EDP": {
"weighted_accuracy": 0.0327272727272725
},
"GCP": {
"weighted_accuracy": 0.1618181818181814
},
"GCP_D": {
"weighted_accuracy": 0.059999999999999803
},
"KSP": {
"weighted_accuracy": 0.0199999999999999
},
"MSP": {
... |
{
"model_name": "Qwen/Qwen-14B-Chat",
"model_type": "open-source",
"model_dtype": "torch.bfloat16",
"num_params": 14.167
} | {
"SAS": {
"weighted_accuracy": 0.7054545454545449
},
"EDP": {
"weighted_accuracy": 0.2690909090909086
},
"GCP": {
"weighted_accuracy": 0.0236363636363635
},
"GCP_D": {
"weighted_accuracy": 0.5599999999999994
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy... |
{
"model_name": "lmsys/vicuna-13b-v1.3",
"model_type": "open-source",
"model_dtype": "torch.float16",
"num_params": 13
} | {
"SAS": {
"weighted_accuracy": 0.11272727272727251
},
"EDP": {
"weighted_accuracy": 0.1472727272727268
},
"GCP": {
"weighted_accuracy": 0.047272727272727105
},
"GCP_D": {
"weighted_accuracy": 0.3436363636363633
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accur... |
{
"model_name": "microsoft/phi-1_5",
"model_type": "open-source",
"model_dtype": "torch.float16",
"num_params": 1.3
} | {
"SAS": {
"weighted_accuracy": 0
},
"EDP": {
"weighted_accuracy": 0
},
"GCP": {
"weighted_accuracy": 0.0199999999999999
},
"GCP_D": {
"weighted_accuracy": 0
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy": 0
},
"SPP": {
"weighted_accuracy": 0
}... |
{
"model_name": "microsoft/phi-2",
"model_type": "open-source",
"model_dtype": "torch.float16",
"num_params": 2.78
} | {
"SAS": {
"weighted_accuracy": 0.1909090909090904
},
"EDP": {
"weighted_accuracy": 0.009090909090909
},
"GCP": {
"weighted_accuracy": 0.012727272727272601
},
"GCP_D": {
"weighted_accuracy": 0.5581818181818176
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accurac... |
{
"model_name": "mistralai/Mistral-7B-Instruct-v0.1",
"model_type": "open-source",
"model_dtype": "torch.bfloat16",
"num_params": 7.242
} | {
"SAS": {
"weighted_accuracy": 0.1490909090909086
},
"EDP": {
"weighted_accuracy": 0.058181818181818
},
"GCP": {
"weighted_accuracy": 0.2090909090909085
},
"GCP_D": {
"weighted_accuracy": 0.5799999999999995
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy"... |
{
"model_name": "mosaicml/mpt-30b-instruct",
"model_type": "open-source",
"model_dtype": "torch.bfloat16",
"num_params": 30
} | {
"SAS": {
"weighted_accuracy": 0
},
"EDP": {
"weighted_accuracy": 0.0018181818181818
},
"GCP": {
"weighted_accuracy": 0
},
"GCP_D": {
"weighted_accuracy": 0
},
"KSP": {
"weighted_accuracy": 0
},
"MSP": {
"weighted_accuracy": 0
},
"SPP": {
"weighted_accuracy": 0
}... |
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