Upload folder using huggingface_hub
Browse files- 1_Pooling/config.json +10 -0
- README.md +57 -3
- config.json +32 -0
- config_sentence_transformers.json +9 -0
- model.safetensors +3 -0
- modules.json +20 -0
- optimizer.pt +3 -0
- rng_state_0.pth +3 -0
- rng_state_1.pth +3 -0
- rng_state_2.pth +3 -0
- rng_state_3.pth +3 -0
- rng_state_4.pth +3 -0
- rng_state_5.pth +3 -0
- rng_state_6.pth +3 -0
- rng_state_7.pth +3 -0
- scheduler.pt +3 -0
- sentence_bert_config.json +4 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- trainer_state.json +133 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
1_Pooling/config.json
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{
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"word_embedding_dimension": 1024,
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"pooling_mode_cls_token": true,
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"pooling_mode_mean_tokens": false,
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"pooling_mode_max_tokens": false,
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"pooling_mode_mean_sqrt_len_tokens": false,
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"pooling_mode_weightedmean_tokens": false,
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"pooling_mode_lasttoken": false,
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"include_prompt": true
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}
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README.md
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-
---
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-
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-
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---
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library_name: sentence-transformers
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pipeline_tag: sentence-similarity
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tags:
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- sentence-transformers
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- feature-extraction
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- sentence-similarity
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---
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# {MODEL_NAME}
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This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 1024 dimensional dense vector space and can be used for tasks like clustering or semantic search.
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<!--- Describe your model here -->
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## Usage (Sentence-Transformers)
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Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
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```
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pip install -U sentence-transformers
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```
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Then you can use the model like this:
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```python
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from sentence_transformers import SentenceTransformer
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sentences = ["This is an example sentence", "Each sentence is converted"]
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model = SentenceTransformer('{MODEL_NAME}')
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embeddings = model.encode(sentences)
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print(embeddings)
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```
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## Evaluation Results
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<!--- Describe how your model was evaluated -->
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For an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: [https://seb.sbert.net](https://seb.sbert.net?model_name={MODEL_NAME})
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## Full Model Architecture
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```
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SentenceTransformer(
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(0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel
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(1): Pooling({'word_embedding_dimension': 1024, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
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(2): Normalize()
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)
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```
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## Citing & Authors
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<!--- Describe where people can find more information -->
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config.json
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{
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"_name_or_path": "./output_final_bge/checkpoint-1600",
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"architectures": [
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"BertModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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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": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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| 18 |
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"LABEL_0": 0
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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| 22 |
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"model_type": "bert",
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| 23 |
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"num_attention_heads": 16,
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| 24 |
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"num_hidden_layers": 24,
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| 25 |
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"pad_token_id": 0,
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| 26 |
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"position_embedding_type": "absolute",
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| 27 |
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"torch_dtype": "float32",
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| 28 |
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"transformers_version": "4.40.2",
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| 29 |
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"type_vocab_size": 2,
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| 30 |
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"use_cache": true,
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"vocab_size": 30522
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}
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config_sentence_transformers.json
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{
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"__version__": {
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"sentence_transformers": "2.7.0",
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"transformers": "4.40.2",
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"pytorch": "2.2.0+cu121"
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},
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"prompts": {},
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"default_prompt_name": null
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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:fa9c8d33d4a75ec79eee12edad70edc5fce3a49332604d5211ed5dbae30cee2e
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size 1340612432
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modules.json
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[
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{
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"idx": 0,
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"name": "0",
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"path": "",
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"type": "sentence_transformers.models.Transformer"
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},
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{
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"idx": 1,
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| 10 |
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"name": "1",
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"path": "1_Pooling",
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"type": "sentence_transformers.models.Pooling"
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},
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{
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"idx": 2,
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"name": "2",
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"path": "2_Normalize",
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"type": "sentence_transformers.models.Normalize"
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}
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]
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:19a10c6a1e7dcb1f7668fa8bdf0ff40ad9db6deb3cde8ca4a45d7d63696073ce
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size 2673063841
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rng_state_0.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a4a3d253909d46c30158737382971501f3e075fc208b9496101ccb69908bb3e0
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size 15984
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rng_state_1.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b868aac597c798c1e10948b0494bfd4d580309159a86f5157c162d97f12e295
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rng_state_2.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c5f5163efa1e323085d4bf282843646e078964b4458c8f2d77af9d64c8fc1b78
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rng_state_3.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e2cf4e4983f11de7fe56883059b5665b571feff0b789baa0c2040ef90c10273
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rng_state_4.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf56f8480df876f1ec7b9b4e4321292cf1013e4b22ea52c61ec00b3234eef0e4
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rng_state_5.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcaae17ca290e776d450a6f6ce0a1fa1f2fa8d170d725a2a90b0d907cec52ca6
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rng_state_6.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c12c03c99f53c9a7192230ae45206237f1a67e22b5bd0b9445c92d92dafd0473
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size 15984
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rng_state_7.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:e4d3cdb156a69c8d9e49ea49bb834598bb7a8736c3c74923144fac6b98b9c1ea
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size 15984
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:166c070a1eed4da8d7b039b8187bd37aff8165f700e5070e8a8d4c177a33ef4a
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size 1064
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sentence_bert_config.json
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{
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"max_seq_length": 512,
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"do_lower_case": false
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}
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special_tokens_map.json
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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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| 5 |
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"normalized": false,
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"rstrip": false,
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| 7 |
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"single_word": false
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| 8 |
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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| 16 |
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 21 |
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"single_word": false
|
| 22 |
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},
|
| 23 |
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"sep_token": {
|
| 24 |
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"content": "[SEP]",
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| 25 |
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"lstrip": false,
|
| 26 |
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"normalized": false,
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| 27 |
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"rstrip": false,
|
| 28 |
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"single_word": false
|
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},
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| 30 |
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"unk_token": {
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| 31 |
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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| 34 |
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"rstrip": false,
|
| 35 |
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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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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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| 4 |
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"content": "[PAD]",
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| 5 |
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"lstrip": false,
|
| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
|
| 8 |
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"single_word": false,
|
| 9 |
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"special": true
|
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},
|
| 11 |
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"100": {
|
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"content": "[UNK]",
|
| 13 |
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"lstrip": false,
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"normalized": false,
|
| 15 |
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"rstrip": false,
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| 16 |
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