Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +45 -0
- config.json +90 -0
- merges.txt +0 -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.json +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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*.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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*.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: unk
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widget:
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- text: "I love AutoTrain 🤗"
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datasets:
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- ScarlettSun9/autotrain-data-ZuoZhuan
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co2_eq_emissions: 14.50120424968173
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---
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# Model Trained Using AutoTrain
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- Problem type: Entity Extraction
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- Model ID: 1100540143
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- CO2 Emissions (in grams): 14.50120424968173
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## Validation Metrics
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- Loss: 0.3792617619037628
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- Accuracy: 0.8799234894798035
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- Precision: 0.8133982801130555
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- Recall: 0.8416925948973242
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- F1: 0.8273035872656656
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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/ScarlettSun9/autotrain-ZuoZhuan-1100540143
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```
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Or Python API:
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```
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from transformers import AutoModelForTokenClassification, AutoTokenizer
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model = AutoModelForTokenClassification.from_pretrained("ScarlettSun9/autotrain-ZuoZhuan-1100540143", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("ScarlettSun9/autotrain-ZuoZhuan-1100540143", 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": 28,
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"architectures": [
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"RobertaForTokenClassification"
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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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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "/a",
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"1": "/b",
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"2": "/c",
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"3": "/d",
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"4": "/f",
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"5": "/j",
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"6": "/m",
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"7": "/mr",
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"8": "/n",
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"9": "/nn",
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"10": "/nr",
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"11": "/ns",
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"12": "/nsr",
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"13": "/p",
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"14": "/q",
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"15": "/r",
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"16": "/rn",
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"17": "/rr",
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"18": "/rs",
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"19": "/s",
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"20": "/sv",
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"21": "/t",
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"22": "/u",
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"23": "/v",
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"24": "/w",
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"25": "/wv",
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"26": "/y",
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"27": "/yv"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"/a": 0,
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"/b": 1,
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"/c": 2,
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"/d": 3,
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"/f": 4,
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"/j": 5,
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"/m": 6,
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"/mr": 7,
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"/n": 8,
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"/nn": 9,
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"/nr": 10,
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"/ns": 11,
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"/nsr": 12,
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"/p": 13,
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"/q": 14,
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"/r": 15,
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"/rn": 16,
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"/rr": 17,
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"/rs": 18,
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"/s": 19,
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"/sv": 20,
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"/t": 21,
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"/u": 22,
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"/v": 23,
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"/w": 24,
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"/wv": 25,
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"/y": 26,
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"/yv": 27
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},
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"layer_norm_eps": 1e-05,
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"max_length": 256,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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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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"torch_dtype": "float32",
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"transformers_version": "4.15.0",
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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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merges.txt
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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:bac5751d77ac833a9cf3338612bb12d8bee71949e2d5732e12dd5bcf6b631873
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size 496390961
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sample_input.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b9179435dab6d34327f1b81ec5f4bb431ec9002e59074cf54f8adcaf2969b42
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size 9548
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
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tokenizer.json
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tokenizer_config.json
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": true, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "AutoTrain", "tokenizer_class": "RobertaTokenizer"}
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vocab.json
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