yangheng's picture
0.2alpha
74270b2
{
"config":{
"model":"zhihan1996/DNABERT-2-117M",
"model_args":"pretrained=zhihan1996/DNABERT-2-117M,revision=main,dtype=bfloat16",
"num_fewshot":0,
"batch_size":1,
"batch_sizes":[
],
"device":"cpu",
"no_cache":true,
"limit":20,
"bootstrap_iters":100000,
"description_dict":{"Tokenization":"BPE", "# of Params":"117M", "Pretraining Data":"32.49B Tokens", "Species":"Human + 135 Species", "Nucleic Acid":"DNA"},
"model_dtype":"bfloat16",
"model_name":"zhihan1996/DNABERT-2-117M",
"model_sha":"main"
},
"results":{
"PolyA":{
"F1":0.4135
},
"LncRNA":{
"F1":0.7255
},
"Chrom Acc":{
"F1":0.6149
},
"Prom Str":{
"RMSE":0.99
},
"Term Str":{
"RMSE":0.24
},
"Splice":{
"F1":0.4534
},
"Gene Exp":{
"RMSE":14.78
},
"Enhancer":{
"F1":0.3640
}
}
}