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Files changed (4) hide show
  1. config.json +1 -1
  2. pytorch_model.bin +1 -1
  3. results.txt +47 -0
  4. tokenizer_config.json +2 -1
config.json CHANGED
@@ -101,7 +101,7 @@
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  "position_embedding_type": "absolute",
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  "problem_type": "multi_label_classification",
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  "torch_dtype": "float32",
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- "transformers_version": "4.28.1",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 50265
 
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  "position_embedding_type": "absolute",
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  "problem_type": "multi_label_classification",
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  "torch_dtype": "float32",
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+ "transformers_version": "4.26.0",
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  "type_vocab_size": 1,
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  "use_cache": true,
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  "vocab_size": 50265
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:79533d03fc301d6003d206b7324aa9aabe2b48aa702e677d4b44c2e79c113abe
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  size 328630645
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:afe9fdc4cadd110c5535272f53141ffb9af7ff2ee16860eb1cd5b3db34a68a75
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  size 328630645
results.txt ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {"f1_micro": 0.5894077448747151, "f1_macro": 0.5742826189045889, "p_macro": 0.5777223160436127, "p_micro": 0.583756345177665, "r_macro": 0.6338187993226557, "r_micro": 0.5951696377228292}
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+ precision recall f1-score support
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+
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+ admiration 0.8049 0.3000 0.4371 110
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+ amusement 0.7377 0.8654 0.7965 52
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+ anger 0.7424 0.6806 0.7101 72
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+ annoyance 0.4557 0.6316 0.5294 57
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+ approval 0.8571 0.4898 0.6234 98
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+ boredom 0.6806 0.9245 0.7840 53
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+ calmness 0.6481 0.7778 0.7071 45
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+ caring 0.7761 0.8125 0.7939 64
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+ courage 0.5167 0.7381 0.6078 42
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+ curiosity 0.7714 0.8060 0.7883 67
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+ desire 0.7922 0.7531 0.7722 81
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+ despair 0.7111 0.7273 0.7191 44
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+ disappointment 0.4211 0.4103 0.4156 39
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+ disapproval 0.5357 0.2703 0.3593 111
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+ disgust 0.7059 0.3333 0.4528 72
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+ doubt 0.5938 0.4419 0.5067 43
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+ embarrassment 0.5769 0.6818 0.6250 22
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+ envy 0.3171 0.9286 0.4727 14
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+ excitement 0.5000 0.6316 0.5581 38
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+ faith 0.3846 0.7692 0.5128 13
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+ fear 0.4118 0.3590 0.3836 39
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+ frustration 0.5625 0.6667 0.6102 54
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+ gratitude 0.2647 0.6429 0.3750 14
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+ greed 0.6957 0.6400 0.6667 25
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+ grief 0.2553 0.8571 0.3934 14
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+ guilt 0.4500 0.6923 0.5455 13
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+ indifference 0.6889 0.8378 0.7561 37
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+ joy 0.8276 0.3934 0.5333 61
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+ love 0.6481 0.7000 0.6731 50
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+ nervousness 0.5217 0.5000 0.5106 24
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+ nostalgia 0.2342 0.8966 0.3714 29
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+ optimism 0.4815 0.3514 0.4062 37
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+ pain 0.3235 0.5000 0.3929 22
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+ pride 0.4815 0.4815 0.4815 27
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+ relief 0.5135 0.7600 0.6129 25
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+ sadness 0.6829 0.5385 0.6022 52
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+ surprise 0.7059 0.6667 0.6857 36
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+ trust 0.6750 0.6279 0.6506 43
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+
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+ micro avg 0.5838 0.5952 0.5894 1739
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+ macro avg 0.5777 0.6338 0.5743 1739
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+ weighted avg 0.6399 0.5952 0.5882 1739
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+ samples avg 0.6329 0.6168 0.5754 1739
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+
tokenizer_config.json CHANGED
@@ -1,14 +1,15 @@
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  {
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  "add_prefix_space": false,
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  "bos_token": "<s>",
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- "clean_up_tokenization_spaces": true,
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  "cls_token": "<s>",
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  "eos_token": "</s>",
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  "errors": "replace",
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  "mask_token": "<mask>",
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  "model_max_length": 512,
 
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  "pad_token": "<pad>",
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  "sep_token": "</s>",
 
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  "tokenizer_class": "RobertaTokenizer",
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  "trim_offsets": true,
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  "unk_token": "<unk>"
 
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  {
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  "add_prefix_space": false,
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  "bos_token": "<s>",
 
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  "cls_token": "<s>",
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  "eos_token": "</s>",
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  "errors": "replace",
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  "mask_token": "<mask>",
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  "model_max_length": 512,
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+ "name_or_path": "distilroberta-base",
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  "pad_token": "<pad>",
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  "sep_token": "</s>",
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+ "special_tokens_map_file": null,
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  "tokenizer_class": "RobertaTokenizer",
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  "trim_offsets": true,
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  "unk_token": "<unk>"