Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +56 -0
- added_tokens.json +3 -0
- config.json +104 -0
- model.safetensors +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +9 -0
- spm.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +16 -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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- DarwinAnim8or/autotrain-data-emoji-v3
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co2_eq_emissions:
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emissions: 0.6833689692559574
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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: 83947142400
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- CO2 Emissions (in grams): 0.6834
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## Validation Metrics
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- Loss: 2.339
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- Accuracy: 0.216
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- Macro F1: 0.136
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- Micro F1: 0.216
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- Weighted F1: 0.163
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- Macro Precision: 0.126
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- Micro Precision: 0.216
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- Weighted Precision: 0.152
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- Macro Recall: 0.179
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- Micro Recall: 0.216
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- Weighted Recall: 0.216
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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/DarwinAnim8or/autotrain-emoji-v3-83947142400
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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("DarwinAnim8or/autotrain-emoji-v3-83947142400", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("DarwinAnim8or/autotrain-emoji-v3-83947142400", 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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added_tokens.json
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{
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"[MASK]": 128000
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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": 31,
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"architectures": [
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"DebertaV2ForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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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": "\u2600",
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"1": "\u2639\ufe0f",
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"2": "\u2728",
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"3": "\u2764",
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"4": "\ud83c\udf84",
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"8": "\ud83d\udca2",
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"9": "\ud83d\udcaf",
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"10": "\ud83d\udcf7",
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"11": "\ud83d\udcf8",
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"12": "\ud83d\udd25",
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"13": "\ud83d\ude01",
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"14": "\ud83d\ude02",
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"15": "\ud83d\ude09",
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"16": "\ud83d\ude0a",
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"17": "\ud83d\ude0d",
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"18": "\ud83d\ude0e",
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"19": "\ud83d\ude14",
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"20": "\ud83d\ude18",
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"21": "\ud83d\ude1c",
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"22": "\ud83d\ude20",
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"23": "\ud83d\ude21",
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"24": "\ud83d\ude24",
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"25": "\ud83d\ude29",
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"26": "\ud83d\ude2d",
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"27": "\ud83d\ude33",
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"28": "\ud83d\ude43",
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"29": "\ud83d\ude44",
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"30": "\ud83d\ude48"
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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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"\u2600": 0,
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"\u2639\ufe0f": 1,
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"\u2728": 2,
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"\u2764": 3,
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"\ud83c\udf84": 4,
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"\ud83d\udc95": 5,
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"\ud83d\udc99": 6,
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"\ud83d\udc9c": 7,
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"\ud83d\udca2": 8,
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"\ud83d\udcaf": 9,
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"\ud83d\udcf7": 10,
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"\ud83d\udcf8": 11,
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"\ud83d\udd25": 12,
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"\ud83d\ude01": 13,
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"\ud83d\ude02": 14,
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"\ud83d\ude09": 15,
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"\ud83d\ude0a": 16,
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"\ud83d\ude0d": 17,
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"\ud83d\ude0e": 18,
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"\ud83d\ude14": 19,
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"\ud83d\ude1c": 21,
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"\ud83d\ude48": 30
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},
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"layer_norm_eps": 1e-07,
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"max_length": 64,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta-v2",
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"norm_rel_ebd": "layer_norm",
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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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"padding": "max_length",
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"pooler_dropout": 0,
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"pooler_hidden_act": "gelu",
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"pooler_hidden_size": 768,
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"pos_att_type": [
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"p2c",
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"c2p"
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],
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"position_biased_input": false,
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"position_buckets": 256,
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"relative_attention": true,
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"share_att_key": true,
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"torch_dtype": "float32",
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"transformers_version": "4.29.2",
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"type_vocab_size": 0,
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"vocab_size": 128100
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4c6d0b75b0be333c62fffd9725071d2b08a85c3b3345872225b1d928a176768f
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size 737812684
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:030af77411001e1d2c47c6e2066ea7709a70de914eed0768d11bfb0667041472
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size 737857977
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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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spm.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:c679fbf93643d19aab7ee10c0b99e460bdbc02fedf34b92b05af343b4af586fd
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size 2464616
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:4cc5a4f5b0be46bb77c12eeae3959316af6f2f567f647f0ea3af9434a4adf372
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size 8656814
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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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"cls_token": "[CLS]",
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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": 1000000000000000019884624838656,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"sp_model_kwargs": {},
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"split_by_punct": false,
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"tokenizer_class": "DebertaV2Tokenizer",
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"unk_token": "[UNK]",
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"vocab_type": "spm"
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}
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