Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +56 -0
- config.json +153 -0
- model.safetensors +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- tokenizer.json +3 -0
- tokenizer_config.json +17 -0
- vocab.txt +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst 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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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- autotrain
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- text-classification
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language:
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- unk
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widget:
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- text: "I love AutoTrain"
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datasets:
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- SH-W/autotrain-data-5000_koi
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co2_eq_emissions:
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emissions: 3.920765439350259
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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: 77927140735
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- CO2 Emissions (in grams): 3.9208
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## Validation Metrics
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- Loss: 2.432
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- Accuracy: 0.415
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- Macro F1: 0.410
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- Micro F1: 0.415
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- Weighted F1: 0.410
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- Macro Precision: 0.459
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- Micro Precision: 0.415
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- Weighted Precision: 0.456
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- Macro Recall: 0.413
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- Micro Recall: 0.415
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- Weighted Recall: 0.415
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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/SH-W/autotrain-5000_koi-77927140735
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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("SH-W/autotrain-5000_koi-77927140735", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("SH-W/autotrain-5000_koi-77927140735", 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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"_name_or_path": "AutoTrain",
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"_num_labels": 58,
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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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"id2label": {
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"0": "\uac00\ub09c\ud55c, \ubd88\uc6b0\ud55c",
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},
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"max_length": 192,
|
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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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"padding": "max_length",
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"tokenizer_class": "BertTokenizer",
|
148 |
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"torch_dtype": "float32",
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149 |
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"transformers_version": "4.29.2",
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150 |
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"type_vocab_size": 1,
|
151 |
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"use_cache": true,
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"vocab_size": 39255
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e91d1fcae808e9c44105e8994ebe9c1c32221bb5adcd604112ea65ef2677acd
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size 1376632224
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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:ac84d9dfa8f0a4abea053ef8ad7580797316c7404fd37c63dc0512da36fd923e
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size 1376719797
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special_tokens_map.json
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{
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"bos_token": "[CLS]",
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"cls_token": "[CLS]",
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:371a3b718af27ecbf30617e517ef10320ea2fa90e130be7f1f0a4e7a07bb2320
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size 893531
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tokenizer_config.json
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{
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"bos_token": "[CLS]",
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"clean_up_tokenization_spaces": true,
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4 |
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": false,
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"eos_token": "[SEP]",
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"never_split": null,
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"pad_token": "[PAD]",
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12 |
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"sep_token": "[SEP]",
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13 |
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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17 |
+
}
|
vocab.txt
ADDED
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|