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Model: trollek/setfit-gibberish-detector Source: Original Platform
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.gitattributes
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1_Pooling/config.json
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1_Pooling/config.json
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{
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"word_embedding_dimension": 384,
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"pooling_mode_mean_tokens": true,
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README.md
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README.md
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---
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pipeline_tag: text-classification
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tags:
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- sentence-transformers
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- transformers
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language:
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- en
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licence:
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- apache-2.0
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---
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# SetFit-caesar-cipher-classifier
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Made to detect whether or not text is gibberish for [bruteforcing Caesar ciphers](https://gist.github.com/hosteren/852202caffa5fa88b317689ff6ea5be8). It did not work anymore, and SetFit has been updated since. I used version 1.1.0 to train this classifier on the [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) model.
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## Usage (SetFitModel)
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```python
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from setfit import SetFitModel
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sentences = ["This is an example sentence", "Each sentence is tested", "Aopz pz hu lehtwsl zlualujl", "Rnpu fragrapr vf grfgrq"]
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model = SetFitModel.from_pretrained("trollek/setfit-gibberish-detector")
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for sentence in sentences:
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classification = model.predict(sentence)
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print(classification)
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# clear
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# clear
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# gibberish
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# gibberish
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```
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config.json
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config.json
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{
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"_name_or_path": "sentence-transformers/all-MiniLM-L6-v2",
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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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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_size": 384,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.44.2",
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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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config_sentence_transformers.json
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config_sentence_transformers.json
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{
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"__version__": {
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"sentence_transformers": "3.1.1",
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"transformers": "4.44.2",
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"pytorch": "2.4.1"
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},
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}
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config_setfit.json
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config_setfit.json
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{
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"labels": [
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"gibberish",
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"clear"
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],
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"normalize_embeddings": false
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}
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model.safetensors
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model.safetensors
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modules.json
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modules.json
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sentence_bert_config.json
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sentence_bert_config.json
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special_tokens_map.json
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special_tokens_map.json
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tokenizer.json
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tokenizer_config.json
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