TerriTuson commited on
Commit
3cc8c68
1 Parent(s): 07302ce

Add BERTopic model

Browse files
Files changed (3) hide show
  1. config.json +15 -23
  2. topic_embeddings.safetensors +0 -0
  3. topics.json +0 -0
config.json CHANGED
@@ -1,25 +1,17 @@
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  {
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- "_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext",
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- "architectures": [
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- "BertModel"
 
 
 
 
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  ],
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- "attention_probs_dropout_prob": 0.1,
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- "classifier_dropout": null,
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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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- "initializer_range": 0.02,
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- "intermediate_size": 3072,
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- "layer_norm_eps": 1e-12,
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- "max_position_embeddings": 512,
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- "model_type": "bert",
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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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- "position_embedding_type": "absolute",
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- "torch_dtype": "float32",
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- "transformers_version": "4.11.0",
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- "type_vocab_size": 2,
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- "use_cache": true,
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- "vocab_size": 30522
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- }
 
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  {
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+ "calculate_probabilities": false,
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+ "language": "english",
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+ "low_memory": false,
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+ "min_topic_size": 10,
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+ "n_gram_range": [
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+ 1,
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+ 1
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  ],
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+ "nr_topics": null,
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+ "seed_topic_list": null,
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+ "top_n_words": 10,
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+ "verbose": true,
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+ "zeroshot_min_similarity": 0.7,
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+ "zeroshot_topic_list": null,
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+ "embedding_model": "sentence-transformers/all-MiniLM-L6-v2"
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+ }
 
 
 
 
 
 
 
 
 
 
 
 
topic_embeddings.safetensors ADDED
Binary file (131 kB). View file
 
topics.json ADDED
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