PyABSA / checkpoints-v2.0.json
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{
"2.0.0": {
"APC": {
"multilingual": {
"id": "",
"Training Model": "FAST-LSA-T-V2-Deberta",
"Training Dataset": "APCDatasetList.Multilingual",
"Language": "Multilingual",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lcf_bert_Multilingual_acc_87.18_f1_83.11.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"multilingual2": {
"id": "",
"Training Model": "FAST-LSA-T-V2-Deberta",
"Training Dataset": "APCDatasetList.Multilingual",
"Language": "Multilingual",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lcf_bert_Multilingual_acc_82.66_f1_82.06.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"english": {
"id": "",
"Training Model": "FAST-LSA-T-V2-Deberta",
"Training Dataset": "APCDatasetList.English",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lsa_t_v2_English_acc_82.21_f1_81.81.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"chinese": {
"id": "",
"Training Model": "FAST-LSA-T-V2-Deberta",
"Training Dataset": "APCDatasetList.Chinese",
"Language": "Chinese",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lsa_t_v2_Chinese_acc_96.0_f1_95.1.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
},
"ATEPC": {
"multilingual": {
"id": "",
"Training Model": "FAST-LCF-ATEPC",
"Training Dataset": "ABSADatasets.Multilingual",
"Language": "Multilingual",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "fast_lcf_atepc_Multilingual_cdw_apcacc_85.1_apcf1_80.2_atef1_76.45.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"multilingual-original": {
"id": "",
"Training Model": "FAST-LCF-ATEPC",
"Training Dataset": "ABSADatasets.Multilingual",
"Language": "Multilingual",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "fast_lcf_atepc_Multilingual_cdw_apcacc_80.81_apcf1_73.75_atef1_76.01.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"multilingual2": {
"id": "",
"Training Model": "FAST-LCF-ATEPC",
"Training Dataset": "ABSADatasets.Multilingual",
"Language": "Multilingual",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "fast_lcf_atepc_Multilingual_cdw_apcacc_78.08_apcf1_77.81_atef1_75.41.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"english": {
"id": "",
"Training Model": "FAST-LCF-ATEPC",
"Training Dataset": "ATEPCDatasetList.English",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lcf_atepc_English_cdw_apcacc_82.36_apcf1_81.89_atef1_75.43.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"chinese": {
"id": "",
"Training Model": "FAST-LCF-ATEPC",
"Training Dataset": "ATEPCDatasetList.Chinese",
"Language": "Chinese",
"Description": "Trained on RTX3090",
"Available Version": "1.10.5+",
"Checkpoint File": "fast_lcf_atepc_Chinese_cdw_apcacc_96.22_apcf1_95.32_atef1_78.73.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
},
"RNAC": {
"degrad_lstm": {
"id": "",
"Training Model": "LSTM",
"Training Dataset": "ABSADatasets.Multilingual",
"Language": "RNA",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "lstm_degrad_acc_85.26_f1_84.62.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"degrad_bert": {
"id": "",
"Training Model": "MLP",
"Training Dataset": "Degrad",
"Language": "RNA",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "bert_mlp_degrad_acc_87.44_f1_86.99.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
},
"TAD": {
"tad-sst2": {
"id": "",
"Training Model": "TAD",
"Training Dataset": "SST2",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "1.15+",
"Checkpoint File": "TAD-SST2.zip",
"Author": "H, Yang (yangheng@m.scnu.edu.cn)"
},
"tad-agnews10k": {
"id": "",
"Training Model": "TAD",
"Training Dataset": "AGNews",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "1.15+",
"Checkpoint File": "TAD-AGNews10K.zip",
"Author": "H, Yang (yangheng@m.scnu.edu.cn)"
},
"tad-amazon": {
"id": "",
"Training Model": "TAD",
"Training Dataset": "AGNews",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "1.15+",
"Checkpoint File": "TAD-Amazon.zip",
"Author": "H, Yang (yangheng@m.scnu.edu.cn)"
}
},
"CDD": {
"promise": {
"id": "",
"Training Model": "CodeT5-small",
"Training Dataset": "Promise",
"Language": "Code",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "bert_mlp_all_cpdp_acc_75.33_f1_73.52.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
},
"ASTE": {
"english1": {
"id": "",
"Training Model": "DeBERTa-v3-Base",
"Training Dataset": "SemEval",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "2.1.1+",
"Checkpoint File": "EMCGCN_SemEval_f1_74.01.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"english": {
"id": "",
"Training Model": "DeBERTa-v3-Base",
"Training Dataset": "SemEval",
"Language": "English",
"Description": "Trained on RTX3090",
"Available Version": "2.1.1+",
"Checkpoint File": "ASTE-EMCGCN_SemEval_f1_74.71.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
},
"multilingual": {
"id": "",
"Training Model": "DeBERTa-v3-Base",
"Training Dataset": "SemEval + Synthetic + Chinese_Zhang datasets",
"Language": "Multilingual
"Description": "Trained on RTX3090",
"Available Version": "2.1.1+",
"Checkpoint File": "EMCGCN-Multilingual-f1_51.95.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
},
"UPPERTASKCODE": {
"promise": {
"id": "",
"Training Model": "CodeT5-small",
"Training Dataset": "DatasetName",
"Language": "",
"Description": "Trained on RTX3090",
"Available Version": "1.16.0+",
"Checkpoint File": "lstm_degrad_acc_85.26_f1_84.62.zip",
"Author": "H, Yang (hy345@exeter.ac.uk)"
}
}
}
}