yangheng's picture
0.2alpha
74270b2
{
"config":{
"model":"multimolecule/utrbert-4mer",
"model_args":"pretrained=multimolecule/utrbert-4mer,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":"k-mers", "# of Params":"86M", "Pretraining Data":"20,362 Sequences", "Species":"Multi-Species", "Nucleic Acid":"mRNA 3'UTR"},
"model_dtype":"bfloat16",
"model_name":"multimolecule/utrbert-4mer",
"model_sha":"main"
},
"results":{
"PolyA":{
"F1":0.7648
},
"LncRNA":{
"F1":0.7075
},
"Chrom Acc":{
"F1":0.6371
},
"Prom Str":{
"RMSE":1.04
},
"Term Str":{
"RMSE":0.36
},
"Splice":{
"F1":0.9444
},
"Gene Exp":{
"RMSE":14.87
},
"Enhancer":{
"F1":0.7167
}
}
}