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Discriminator-Paraphrase

Text Classification
Transformers
PyTorch
roberta
text-embeddings-inference
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Files changed (2) hide show
  1. config.json +53 -21
  2. special_tokens_map.json +105 -49
config.json CHANGED
@@ -1,28 +1,60 @@
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  {
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- "_name_or_path": "Discriminator-Paraphrase",
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  "architectures": [
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- "RobertaForSequenceClassification"
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  ],
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- "attention_probs_dropout_prob": 0.1,
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- "bos_token_id": 0,
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- "classifier_dropout": null,
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- "eos_token_id": 2,
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- "gradient_checkpointing": false,
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- "hidden_act": "gelu",
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- "hidden_dropout_prob": 0.1,
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- "hidden_size": 1024,
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- "initializer_range": 0.02,
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- "intermediate_size": 4096,
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- "layer_norm_eps": 1e-05,
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- "max_position_embeddings": 514,
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- "model_type": "roberta",
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- "num_attention_heads": 16,
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- "num_hidden_layers": 24,
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- "pad_token_id": 1,
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- "position_embedding_type": "absolute",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "torch_dtype": "float32",
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  "transformers_version": "4.26.1",
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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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  }
 
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  {
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+ "_name_or_path": "etomoscow/T5_paraphrase_detector",
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  "architectures": [
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+ "T5ForConditionalGeneration"
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  ],
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+ "d_ff": 3072,
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+ "d_kv": 64,
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+ "d_model": 768,
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+ "decoder_start_token_id": 0,
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+ "dense_act_fn": "relu",
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+ "dropout_rate": 0.1,
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+ "eos_token_id": 1,
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+ "feed_forward_proj": "relu",
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+ "initializer_factor": 1.0,
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+ "is_encoder_decoder": true,
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+ "is_gated_act": false,
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+ "layer_norm_epsilon": 1e-06,
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+ "model_type": "t5",
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+ "n_positions": 512,
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+ "num_decoder_layers": 12,
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+ "num_heads": 12,
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+ "num_layers": 12,
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+ "output_past": true,
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+ "pad_token_id": 0,
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+ "relative_attention_max_distance": 128,
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+ "relative_attention_num_buckets": 32,
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+ "task_specific_params": {
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+ "summarization": {
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+ "early_stopping": true,
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+ "length_penalty": 2.0,
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+ "max_length": 200,
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+ "min_length": 30,
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+ "no_repeat_ngram_size": 3,
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+ "num_beams": 4,
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+ "prefix": "summarize: "
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+ },
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+ "translation_en_to_de": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to German: "
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+ },
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+ "translation_en_to_fr": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to French: "
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+ },
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+ "translation_en_to_ro": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to Romanian: "
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+ }
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+ },
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  "torch_dtype": "float32",
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  "transformers_version": "4.26.1",
 
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  "use_cache": true,
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+ "vocab_size": 32128
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  }
special_tokens_map.json CHANGED
@@ -1,51 +1,107 @@
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  {
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- "bos_token": {
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- "content": "<s>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "cls_token": {
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- "content": "<s>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "eos_token": {
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- "content": "</s>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "mask_token": {
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- "content": "<mask>",
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- "lstrip": true,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "pad_token": {
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- "content": "<pad>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "sep_token": {
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- "content": "</s>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- },
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- "unk_token": {
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- "content": "<unk>",
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- "lstrip": false,
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- "normalized": true,
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- "rstrip": false,
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- "single_word": false
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
 
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  {
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+ "additional_special_tokens": [
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+ "pad_token": "<pad>",
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+ "unk_token": "<unk>"
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  }