Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +50 -0
- config.json +41 -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-regression
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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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- okaris/autotrain-data-hate-speech-3k
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co2_eq_emissions:
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emissions: 0.023898445665108296
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---
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# Model Trained Using AutoTrain
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- Problem type: Single Column Regression
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- Model ID: 89642143970
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- CO2 Emissions (in grams): 0.0239
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## Validation Metrics
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- Loss: 1.768
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- MSE: 1.768
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- MAE: 1.007
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- R2: 0.604
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- RMSE: 1.330
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- Explained Variance: 0.614
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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/okaris/autotrain-hate-speech-3k-89642143970
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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("okaris/autotrain-hate-speech-3k-89642143970", use_auth_token=True)
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tokenizer = AutoTokenizer.from_pretrained("okaris/autotrain-hate-speech-3k-89642143970", 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": 1,
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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": "target"
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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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"target": "0"
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},
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"layer_norm_eps": 1e-07,
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"max_length": 192,
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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 sha256:59a6241e08904b25ed0934aedc1e646383e1cc955f75e8be2cd3e6874258d6a0
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size 556800684
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:24894cdcdfb172cbd933a65a487426dc5560f2c04f462967768ee5b241388312
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size 556845553
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special_tokens_map.json
ADDED
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{
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"bos_token": {
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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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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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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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"mask_token": {
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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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"pad_token": {
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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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"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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"unk_token": {
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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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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0f1dda10d654408c40e38ee5ef77919823c0a5276aed4b4eace27ca26dc0d60
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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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"__type": "AddedToken",
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"lstrip": false,
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"normalized": true,
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"single_word": false
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},
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"do_lower_case": false,
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"eos_token": {
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"__type": "AddedToken",
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"lstrip": false,
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"normalized": true,
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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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"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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"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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