Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +56 -0
- config.json +57 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +3 -0
- tokenizer_config.json +66 -0
- vocab.json +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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- en
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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-text-moderation-v2-small
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co2_eq_emissions:
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emissions: 0.03967468113268738
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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: 93240145801
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- CO2 Emissions (in grams): 0.0397
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## Validation Metrics
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- Loss: 0.848
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- Accuracy: 0.749
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- Macro F1: 0.326
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- Micro F1: 0.749
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- Weighted F1: 0.703
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- Macro Precision: 0.321
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- Micro Precision: 0.749
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- Weighted Precision: 0.671
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- Macro Recall: 0.349
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- Micro Recall: 0.749
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- Weighted Recall: 0.749
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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-text-moderation-v2-small-93240145801
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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-text-moderation-v2-small-93240145801", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("DarwinAnim8or/autotrain-text-moderation-v2-small-93240145801", 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": 9,
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"architectures": [
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"DebertaForSequenceClassification"
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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": "H",
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"1": "H2",
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"2": "HR",
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"3": "OK",
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"4": "S",
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"5": "S3",
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"6": "SH",
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"7": "V",
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"8": "V2"
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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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"H": 0,
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"H2": 1,
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"HR": 2,
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"OK": 3,
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"S": 4,
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"S3": 5,
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"SH": 6,
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"V": 7,
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"V2": 8
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},
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"layer_norm_eps": 1e-07,
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"max_length": 384,
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"max_position_embeddings": 512,
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"max_relative_positions": -1,
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"model_type": "deberta",
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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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"c2p",
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"p2c"
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],
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"position_biased_input": false,
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"relative_attention": 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": 50265
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea5f0e4c73533341324519717de164dd3f788f42ff52b3658121dd00ef723c2c
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size 556825292
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4d990e67de0fde200e70d95bfe8a65d676a4c3644e2f9483a32658358842a156
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size 556870129
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special_tokens_map.json
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{
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"bos_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": true,
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"single_word": false
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"mask_token": {
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"content": "[MASK]",
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"pad_token": {
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"content": "[PAD]",
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"content": "[SEP]",
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"normalized": true,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"rstrip": false,
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"single_word": false
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}
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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:fc39e4a9ef588149e8513a2d7e0d1cda450b1884a5f6c62a945d9ec1e5bdbfe4
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size 2109876
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tokenizer_config.json
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{
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"add_bos_token": false,
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"add_prefix_space": false,
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"bos_token": {
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"cls_token": {
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"normalized": true,
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"single_word": false
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},
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"eos_token": {
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"__type": "AddedToken",
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"content": "[SEP]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"errors": "replace",
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"mask_token": {
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"__type": "AddedToken",
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"content": "[MASK]",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"model_max_length": 512,
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"pad_token": {
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"__type": "AddedToken",
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"content": "[PAD]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"__type": "AddedToken",
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"content": "[SEP]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"tokenizer_class": "DebertaTokenizer",
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"unk_token": {
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"__type": "AddedToken",
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"content": "[UNK]",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"vocab_type": "gpt2"
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}
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vocab.json
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