TweetClimateAnalysis / config.json
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Update config.json
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{
"_name_or_path": "AutoTrain",
"_num_labels": 18,
"architectures": [
"RobertaForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": 0,
"classifier_dropout": null,
"eos_token_id": 2,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "No claim",
"1": "Global warming is not happening - Ice/permafrost/snow cover isn’t melting",
"2": "Global warming is not happening - We’re heading into an ice age/global cooling",
"3": "Global warming is not happening - Weather is cold/snowing",
"4": "Global warming is not happening - Climate hasn’t warmed/changed over the last (few) decade(s)",
"5": "Global warming is not happening - Sea level rise is exaggerated/not accelerating",
"6": "Global warming is not happening - Extreme weather isn’t increasing/has happened before/isn’t linked to climate change",
"7": "Human greenhouse gases are not causing climate change - It’s natural cycles/variation",
"8": "Human greenhouse gases are not causing climate change - There’s no evidence for greenhouse effect/carbon dioxide driving climate change",
"9": "Climate impacts/global warming is beneficial/not bad -Climate sensitivity is low/negative feedbacks reduce warming",
"10": "Climate impacts/global warming is beneficial/not bad -Species/plants/reefs aren’t showing climate impacts/are benefiting from climate change",
"11": "Climate impacts/global warming is beneficial/not bad -CO2 is beneficial/not a pollutant",
"12": "Climate solutions won’t work - Climate policies (mitigation or adaptation) are harmful",
"13": "Climate solutions won’t work - Climate policies are ineffective/flawed",
"14": "Climate solutions won’t work - Clean energy technology/biofuels won’t work",
"15": "Climate solutions won’t work - People need energy (e.g. from fossil fuels/nuclear)",
"16": "Climate movement/science is unreliable - Climate-related science is unreliable/uncertain/unsound (data, methods & models)",
"17": "Climate movement/science is unreliable - Climate movement is unreliable/alarmist/corrupt"
},
"initializer_range": 0.02,
"intermediate_size": 4096,
"label2id": {
"No claim": 0,
"Global warming is not happening - Ice/permafrost/snow cover isn’t melting": 1,
"Global warming is not happening - We’re heading into an ice age/global cooling": 2,
"Global warming is not happening - Weather is cold/snowing": 3,
"Global warming is not happening - Climate hasn’t warmed/changed over the last (few) decade(s)": 4,
"Global warming is not happening - Sea level rise is exaggerated/not accelerating": 5,
"Global warming is not happening - Extreme weather isn’t increasing/has happened before/isn’t linked to climate change": 6,
"Human greenhouse gases are not causing climate change - It’s natural cycles/variation": 7,
"Human greenhouse gases are not causing climate change - There’s no evidence for greenhouse effect/carbon dioxide driving climate change": 8,
"Climate impacts/global warming is beneficial/not bad -Climate sensitivity is low/negative feedbacks reduce warming": 9,
"Climate impacts/global warming is beneficial/not bad -Species/plants/reefs aren’t showing climate impacts/are benefiting from climate change": 10,
"Climate impacts/global warming is beneficial/not bad -CO2 is beneficial/not a pollutant": 11,
"Climate solutions won’t work - Climate policies (mitigation or adaptation) are harmful": 12,
"Climate solutions won’t work - Climate policies areineffective/flawed": 13,
"Climate solutions won’t work - Clean energy technology/biofuels won’t work": 14,
"Climate solutions won’t work - People need energy (e.g. from fossil fuels/nuclear)": 15,
"Climate movement/science is unreliable - Climate-related science is unreliable/uncertain/unsound (data, methods & models)": 16,
"Climate movement/science is unreliable - Climate movement is unreliable/alarmist/corrupt": 17
},
"layer_norm_eps": 1e-05,
"max_length": 280,
"max_position_embeddings": 514,
"model_type": "roberta",
"num_attention_heads": 16,
"num_hidden_layers": 24,
"pad_token_id": 1,
"padding": "max_length",
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.15.0",
"type_vocab_size": 1,
"use_cache": true,
"vocab_size": 50265
}