Token Classification
Transformers
Safetensors
longformer
Generated from Trainer
Eval Results (legacy)
Instructions to use Theoreticallyhugo/longformer-full_labels with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Theoreticallyhugo/longformer-full_labels with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Theoreticallyhugo/longformer-full_labels")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("Theoreticallyhugo/longformer-full_labels") model = AutoModelForTokenClassification.from_pretrained("Theoreticallyhugo/longformer-full_labels", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 12, checkpoint
Browse files- checkpoint-492/config.json +61 -0
- checkpoint-492/merges.txt +0 -0
- checkpoint-492/model.safetensors +3 -0
- checkpoint-492/optimizer.pt +3 -0
- checkpoint-492/rng_state.pth +3 -0
- checkpoint-492/scheduler.pt +3 -0
- checkpoint-492/special_tokens_map.json +15 -0
- checkpoint-492/tokenizer.json +0 -0
- checkpoint-492/tokenizer_config.json +57 -0
- checkpoint-492/trainer_state.json +777 -0
- checkpoint-492/training_args.bin +3 -0
- checkpoint-492/vocab.json +0 -0
checkpoint-492/config.json
ADDED
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{
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"_name_or_path": "allenai/longformer-base-4096",
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"architectures": [
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"LongformerForTokenClassification"
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],
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"attention_mode": "longformer",
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"attention_probs_dropout_prob": 0.1,
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"attention_window": [
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700,
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700,
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700,
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700,
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700,
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700
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],
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"bos_token_id": 0,
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"eos_token_id": 2,
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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": 768,
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"id2label": {
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"0": "O",
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"1": "B-MajorClaim",
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"2": "I-MajorClaim",
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"3": "B-Claim",
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"4": "I-Claim",
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"5": "B-Premise",
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"6": "I-Premise"
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},
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"ignore_attention_mask": false,
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| 38 |
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"initializer_range": 0.02,
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| 39 |
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"intermediate_size": 3072,
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| 40 |
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"label2id": {
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| 41 |
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"B-Claim": 3,
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| 42 |
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"B-MajorClaim": 1,
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| 43 |
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"B-Premise": 5,
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| 44 |
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"I-Claim": 4,
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| 45 |
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"I-MajorClaim": 2,
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| 46 |
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"I-Premise": 6,
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| 47 |
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"O": 0
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},
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| 49 |
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"layer_norm_eps": 1e-05,
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| 50 |
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"max_position_embeddings": 4098,
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| 51 |
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"model_type": "longformer",
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| 52 |
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"num_attention_heads": 12,
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| 53 |
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"num_hidden_layers": 12,
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| 54 |
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"onnx_export": false,
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| 55 |
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"pad_token_id": 1,
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| 56 |
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"sep_token_id": 2,
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| 57 |
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"torch_dtype": "float32",
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| 58 |
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"transformers_version": "4.37.2",
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| 59 |
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"type_vocab_size": 1,
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"vocab_size": 50265
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}
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checkpoint-492/merges.txt
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checkpoint-492/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c105cfd77f76a0ed82093cb4a84ea938929f97b1b57b67f84058683eb29cc998
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size 592330980
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checkpoint-492/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:77a7f245b3805ea480c62b85da4a37a54143c52941086d7c7b7da9c4cf9fb43e
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size 1014670074
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checkpoint-492/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6e53e706c63ba0c275c9b6332ceadb76c337b40858f3ddadb0ab10622a334eb
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size 14244
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checkpoint-492/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e40ce765a2db50b61afa20f73544a6db3531a7c20a21e8ebd94c0459daeb642
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size 1064
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checkpoint-492/special_tokens_map.json
ADDED
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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| 10 |
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"single_word": false
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},
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| 12 |
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"pad_token": "<pad>",
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| 13 |
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"sep_token": "</s>",
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| 14 |
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"unk_token": "<unk>"
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}
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checkpoint-492/tokenizer.json
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checkpoint-492/tokenizer_config.json
ADDED
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{
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"add_prefix_space": true,
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| 3 |
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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"content": "<s>",
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| 6 |
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"lstrip": false,
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| 7 |
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"normalized": true,
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| 8 |
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"rstrip": false,
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| 9 |
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"single_word": false,
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| 10 |
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"special": true
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| 11 |
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},
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| 12 |
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"1": {
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| 13 |
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"content": "<pad>",
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| 14 |
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"lstrip": false,
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| 15 |
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"normalized": true,
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| 16 |
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"rstrip": false,
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| 17 |
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"single_word": false,
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| 18 |
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"special": true
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| 19 |
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},
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| 20 |
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"2": {
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| 21 |
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"content": "</s>",
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| 22 |
+
"lstrip": false,
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| 23 |
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"normalized": true,
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| 24 |
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"rstrip": false,
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| 25 |
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"single_word": false,
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| 26 |
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"special": true
|
| 27 |
+
},
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| 28 |
+
"3": {
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| 29 |
+
"content": "<unk>",
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| 30 |
+
"lstrip": false,
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| 31 |
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"normalized": true,
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| 32 |
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"rstrip": false,
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| 33 |
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"single_word": false,
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| 34 |
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"special": true
|
| 35 |
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},
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| 36 |
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"50264": {
|
| 37 |
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"content": "<mask>",
|
| 38 |
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"lstrip": true,
|
| 39 |
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"normalized": false,
|
| 40 |
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"rstrip": false,
|
| 41 |
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"single_word": false,
|
| 42 |
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"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
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"bos_token": "<s>",
|
| 46 |
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"clean_up_tokenization_spaces": true,
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| 47 |
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"cls_token": "<s>",
|
| 48 |
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"eos_token": "</s>",
|
| 49 |
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"errors": "replace",
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| 50 |
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"mask_token": "<mask>",
|
| 51 |
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"model_max_length": 4096,
|
| 52 |
+
"pad_token": "<pad>",
|
| 53 |
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"sep_token": "</s>",
|
| 54 |
+
"tokenizer_class": "LongformerTokenizer",
|
| 55 |
+
"trim_offsets": true,
|
| 56 |
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"unk_token": "<unk>"
|
| 57 |
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}
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checkpoint-492/trainer_state.json
ADDED
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checkpoint-492/training_args.bin
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checkpoint-492/vocab.json
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