Upload 4 files
Browse files- models/classifier.pt +3 -0
- models/config.json +35 -0
- models/metrics.json +37 -0
- models/model.safetensors +3 -0
models/classifier.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:acd25825a65dbbc5bd078fff50b4f00fb1c5b7420494df534ba42f46be6118fa
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size 330877
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models/config.json
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{
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"architectures": [
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"DebertaV2Model"
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],
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"attention_probs_dropout_prob": 0.1,
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"dtype": "float32",
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-07,
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"legacy": true,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"transformers_version": "4.57.1",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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models/metrics.json
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{
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"loss": 0.25342645681144405,
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"accuracy": 0.9104970637583892,
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"f1_macro": 0.9049985591147137,
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"f1_weighted": 0.9114425133188295,
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"precision_macro": 0.9050895593695744,
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"precision_weighted": 0.9162914434449986,
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"recall_macro": 0.9090441220653986,
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"recall_weighted": 0.9104970637583892,
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"f1_per_class": [
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0.9223193010325655,
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0.9051922736133262,
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0.9400386847195358,
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0.9231777231777232,
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0.8582163337947399,
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0.951665243381725,
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0.834380354083381
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],
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"precision_per_class": [
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0.88103186646434,
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0.9663261445327279,
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0.9947897283215482,
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0.9075684380032206,
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0.8304630692690395,
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0.975831873905429,
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0.7796157950907151
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],
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"recall_per_class": [
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0.9676666666666667,
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0.8513333333333334,
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0.891,
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0.9393333333333334,
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0.8878887070376432,
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0.9286666666666666,
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0.8974201474201474
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]
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}
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models/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:47fffbf1ee29dd07f09b122e379d47ce267b34e270029aa232edd87f0cdceb55
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size 735348840
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