Training in progress, epoch 0
Browse files- .gitattributes +1 -0
- added_tokens.json +3 -0
- config.json +45 -0
- metrics_.json +512 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- spm.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +62 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
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added_tokens.json
ADDED
@@ -0,0 +1,3 @@
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{
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"[MASK]": 250101
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}
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config.json
ADDED
@@ -0,0 +1,45 @@
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{
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"_name_or_path": "MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7",
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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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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"id2label": {
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"0": "entailment",
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"1": "neutral",
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"2": "contradiction"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"contradiction": 2,
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"entailment": 0,
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"neutral": 1
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},
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"layer_norm_eps": 1e-07,
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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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"torch_dtype": "float32",
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"transformers_version": "4.41.2",
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+
"type_vocab_size": 0,
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+
"vocab_size": 251000
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+
}
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metrics_.json
ADDED
@@ -0,0 +1,512 @@
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1 |
+
[
|
2 |
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{
|
3 |
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"eval_loss": 0.11767489463090897,
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"eval_f1_weighted": 0.9649920315555134,
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"eval_f1_macro": 0.9107725718578208,
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"eval_f1_micro": 0.9646924829157175,
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"eval_accuracy": 0.9646924829157175,
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"eval_precision_weighted": 0.9654428432212139,
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"eval_recall_weighted": 0.9646924829157175,
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"eval_f1_weighted_real": 0.6238214285714285,
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"eval_f1_macro_real": 0.3668571428571428,
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"eval_f1_micro_real": 0.5625,
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"eval_accuracy_real": 0.5625,
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"eval_class_report": [
|
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{
|
16 |
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"narrative_id": 0,
|
17 |
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"narrative": "5G verursacht Krankheiten f\u00fcr Menschen und Tiere",
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18 |
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"precision": 0.9935515873015874,
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"recall": 0.9930555555555556,
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"f1": 0.9931464289734137
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},
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{
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"narrative_id": 1,
|
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"narrative": "Die Wahrheit \u00fcber die Auswirkungen der Corona-Ma\u00dfnahmen wird verheimlicht.",
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"precision": 0.9800606384876047,
|
26 |
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"recall": 0.9775280898876404,
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"f1": 0.9780428514970242
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},
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{
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"narrative_id": 2,
|
31 |
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"narrative": "Die Wahrheit \u00fcber die Corona-Todesopfer wird verheimlicht und ist tats\u00e4chlich niedriger.",
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32 |
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"precision": 0.9588014981273408,
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"recall": 0.9588014981273408,
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"f1": 0.9588014981273408
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},
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{
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"narrative_id": 3,
|
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"narrative": "Die Wahrheit \u00fcber die Nebenwirkungen der Covid-19-Impfung wird verheimlicht.",
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39 |
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"precision": 0.9780116851896393,
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"recall": 0.9775280898876404,
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"f1": 0.9770747424580228
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},
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{
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"narrative_id": 4,
|
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"narrative": "Die Covid-19-Impfung ist nicht ausreichend erforscht und verursacht Nebenwirkungen.",
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46 |
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"precision": 0.9627001336049236,
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47 |
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"recall": 0.9550561797752809,
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"f1": 0.9548327993095935
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49 |
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},
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{
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"narrative_id": 5,
|
52 |
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"narrative": "Der WHO Pandemievertrag hebt die Souver\u00e4nit\u00e4t von Staaten auf und f\u00fchrt zu einer WHO-Diktatur.",
|
53 |
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"precision": 0.9774411710209375,
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"recall": 0.9766536964980544,
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"f1": 0.9768827788246525
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56 |
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},
|
57 |
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{
|
58 |
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"narrative_id": 6,
|
59 |
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"narrative": "Die EU kostet Deutschland nur Geld und die EWG w\u00fcrde reichen.",
|
60 |
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"precision": 0.9462928394378893,
|
61 |
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"recall": 0.9375,
|
62 |
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"f1": 0.940369157502778
|
63 |
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},
|
64 |
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{
|
65 |
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"narrative_id": 7,
|
66 |
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"narrative": "Gewisse Lebensmittel oder Inhaltsstoffe sind gesundheitssch\u00e4dlich.",
|
67 |
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"precision": 0.9710601385887938,
|
68 |
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"recall": 0.96875,
|
69 |
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"f1": 0.9687961220498323
|
70 |
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},
|
71 |
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{
|
72 |
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"narrative_id": 8,
|
73 |
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"narrative": "Leitungswasser enth\u00e4lt \u00d6strogene und macht deshalb unfruchtbar",
|
74 |
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"precision": 0.9677418748472715,
|
75 |
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"recall": 0.9649805447470817,
|
76 |
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"f1": 0.964202625093409
|
77 |
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},
|
78 |
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{
|
79 |
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"narrative_id": 9,
|
80 |
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"narrative": "Hom\u00f6opathie wirkt \u00fcber den Placebo-Effekt hinaus und kann schwerwiegende Krankheiten heilen",
|
81 |
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"precision": 0.9884529471105347,
|
82 |
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"recall": 0.9883268482490273,
|
83 |
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"f1": 0.9883178585287724
|
84 |
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},
|
85 |
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{
|
86 |
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"narrative_id": 10,
|
87 |
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"narrative": "Unsere eigenen Leute m\u00fcssen leiden, weil Deutschland Geld ins Ausland schickt.",
|
88 |
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"precision": 0.9194445739506115,
|
89 |
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"recall": 0.9045643153526971,
|
90 |
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"f1": 0.9076151819733852
|
91 |
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},
|
92 |
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{
|
93 |
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"narrative_id": 11,
|
94 |
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"narrative": "Ausl\u00e4nder bekommen mehr Leistungen vom Staat als Deutsche.",
|
95 |
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"precision": 0.9797141539880129,
|
96 |
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"recall": 0.979253112033195,
|
97 |
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"f1": 0.9794433342380656
|
98 |
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},
|
99 |
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{
|
100 |
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"narrative_id": 12,
|
101 |
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"narrative": "Ausl\u00e4nder werden geringer f\u00fcr Verbrechen bestraft als Deutsche.",
|
102 |
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"precision": 0.9652009475355998,
|
103 |
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"recall": 0.9655172413793104,
|
104 |
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"f1": 0.9645206014209012
|
105 |
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},
|
106 |
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{
|
107 |
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"narrative_id": 13,
|
108 |
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"narrative": "Ausl\u00e4nder werden \u00fcberdurchschnittflich oft als schuldunf\u00e4hig eingestuft.",
|
109 |
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"precision": 0.9393687916509493,
|
110 |
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"recall": 0.9377593360995851,
|
111 |
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"f1": 0.9375123493380756
|
112 |
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},
|
113 |
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{
|
114 |
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"narrative_id": 14,
|
115 |
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"narrative": "Ausl\u00e4nder sind krimineller als Deutsche und begehen mehr Straftaten.",
|
116 |
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"precision": 0.9632510346796062,
|
117 |
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"recall": 0.9567099567099567,
|
118 |
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"f1": 0.9563801412775133
|
119 |
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},
|
120 |
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{
|
121 |
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"narrative_id": 15,
|
122 |
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"narrative": "Die wahren Zahlen \u00fcber Ausl\u00e4nderkriminalit\u00e4t werden verheimlicht.",
|
123 |
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"precision": 0.978587962962963,
|
124 |
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"recall": 0.978448275862069,
|
125 |
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"f1": 0.9784383174219591
|
126 |
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},
|
127 |
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{
|
128 |
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"narrative_id": 16,
|
129 |
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"narrative": "Die Regierung will gezielt Migranten ins Land holen.",
|
130 |
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"precision": 0.9627723989549716,
|
131 |
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"recall": 0.9626556016597511,
|
132 |
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"f1": 0.9626448559538119
|
133 |
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},
|
134 |
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{
|
135 |
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"narrative_id": 17,
|
136 |
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"narrative": "Migranten sind wie Menschen, die in deine Wohnung kommen und den K\u00fchlschrank leer fressen",
|
137 |
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"precision": 0.9562417361239474,
|
138 |
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304 |
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328 |
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|
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482 |
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|
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|
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|
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|
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|
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|
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|
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|
511 |
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}
|
512 |
+
]
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ed1322ec9b7d88c1fda82090e4744c6e4028be0832cda935a90eb9ea9b91d70
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3 |
+
size 1115271284
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special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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|
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|
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|
1 |
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{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
7 |
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"single_word": false
|
8 |
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},
|
9 |
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"cls_token": {
|
10 |
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"content": "[CLS]",
|
11 |
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|
12 |
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|
13 |
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|
14 |
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"single_word": false
|
15 |
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},
|
16 |
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"eos_token": {
|
17 |
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"content": "[SEP]",
|
18 |
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|
19 |
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|
20 |
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|
21 |
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"single_word": false
|
22 |
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},
|
23 |
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"mask_token": {
|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
28 |
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"single_word": false
|
29 |
+
},
|
30 |
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"pad_token": {
|
31 |
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"content": "[PAD]",
|
32 |
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"lstrip": false,
|
33 |
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|
34 |
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|
35 |
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|
36 |
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},
|
37 |
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"sep_token": {
|
38 |
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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}
|
51 |
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}
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spm.model
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:13c8d666d62a7bc4ac8f040aab68e942c861f93303156cc28f5c7e885d86d6e3
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3 |
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size 4305025
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tokenizer.json
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:ac9bd80d04d21b4df95917bdf7c750cbea28acc30a4462c76ca2b9c86d371863
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3 |
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size 16316225
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tokenizer_config.json
ADDED
@@ -0,0 +1,62 @@
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|
1 |
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{
|
2 |
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"added_tokens_decoder": {
|
3 |
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"0": {
|
4 |
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|
5 |
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|
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|
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|
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|
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|
10 |
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|
11 |
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|
12 |
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|
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|
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|
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|
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
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|
22 |
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|
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|
24 |
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|
25 |
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|
26 |
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},
|
27 |
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"3": {
|
28 |
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|
29 |
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|
30 |
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|
31 |
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"rstrip": false,
|
32 |
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"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"250101": {
|
36 |
+
"content": "[MASK]",
|
37 |
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|
38 |
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|
39 |
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|
40 |
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|
41 |
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"special": true
|
42 |
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}
|
43 |
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},
|
44 |
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"bos_token": "[CLS]",
|
45 |
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"clean_up_tokenization_spaces": true,
|
46 |
+
"cls_token": "[CLS]",
|
47 |
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"do_lower_case": false,
|
48 |
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"eos_token": "[SEP]",
|
49 |
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|
50 |
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"max_length": 512,
|
51 |
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|
52 |
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"pad_token": "[PAD]",
|
53 |
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"sep_token": "[SEP]",
|
54 |
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"sp_model_kwargs": {},
|
55 |
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|
56 |
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"stride": 0,
|
57 |
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"tokenizer_class": "DebertaV2Tokenizer",
|
58 |
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"truncation_side": "right",
|
59 |
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"truncation_strategy": "longest_first",
|
60 |
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"unk_token": "[UNK]",
|
61 |
+
"vocab_type": "spm"
|
62 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:0b6f5783e007a52fbfa3c61437a7a5317969685fbf9ab2dd770427d33f7458d9
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size 5304
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