Upload 8 files
Browse files- config.json +1 -1
- pytorch_model.bin +1 -1
- results.txt +47 -0
- tokenizer_config.json +2 -1
config.json
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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.
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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
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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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
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results.txt
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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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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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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
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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>"
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