Commit From AutoTrain
Browse files- .gitattributes +2 -0
- README.md +52 -0
- config.json +149 -0
- pytorch_model.bin +3 -0
- sample_input.pkl +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.txt +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags: autotrain
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language: es
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widget:
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- text: "I love AutoTrain 🤗"
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datasets:
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- gabitoo1234/autotrain-data-mut_all_text
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co2_eq_emissions: 115.48848403681228
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---
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# Model Trained Using AutoTrain
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- Problem type: Multi-class Classification
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- Model ID: 680820343
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- CO2 Emissions (in grams): 115.48848403681228
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## Validation Metrics
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- Loss: 0.3041240870952606
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- Accuracy: 0.9462770369425126
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- Macro F1: 0.7836898686625933
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- Micro F1: 0.9462770369425126
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- Weighted F1: 0.9449148298990091
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- Macro Precision: 0.8344505891491089
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- Micro Precision: 0.9462770369425126
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- Weighted Precision: 0.9451247372908952
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- Macro Recall: 0.7568785255994025
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- Micro Recall: 0.9462770369425126
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- Weighted Recall: 0.9462770369425126
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## Usage
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You can use cURL to access this model:
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```
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$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/gabitoo1234/autotrain-mut_all_text-680820343
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```
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Or Python API:
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```
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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model = AutoModelForSequenceClassification.from_pretrained("gabitoo1234/autotrain-mut_all_text-680820343", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("gabitoo1234/autotrain-mut_all_text-680820343", use_auth_token=True)
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inputs = tokenizer("I love AutoTrain", return_tensors="pt")
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outputs = model(**inputs)
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```
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config.json
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{
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"architectures": [
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"BertForSequenceClassification"
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],
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:28faadaed8290303b673e670753af67840e9b399795fe4792d6de3288953630d
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size 439662957
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sample_input.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:051a616b5679c0c719eafd5c53423db3c05ef23577496a172b37108eee34ee6b
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size 5920
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": false, "do_basic_tokenize": true, "never_split": null, "model_max_length": 512, "special_tokens_map_file": "/root/.cache/huggingface/transformers/78141ed1e8dcc5ff370950397ca0d1c5c9da478f54ec14544187d8a93eff1a26.f982506b52498d4adb4bd491f593dc92b2ef6be61bfdbe9d30f53f963f9f5b66", "name_or_path": "AutoTrain", "tokenizer_class": "BertTokenizer"}
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vocab.txt
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