Instructions to use mohammad-osoolian/NLP_HF_Workshop_TryYS with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mohammad-osoolian/NLP_HF_Workshop_TryYS with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="mohammad-osoolian/NLP_HF_Workshop_TryYS")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("mohammad-osoolian/NLP_HF_Workshop_TryYS") model = AutoModelForSequenceClassification.from_pretrained("mohammad-osoolian/NLP_HF_Workshop_TryYS", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +44 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Mar06_17-02-13_12b554eb863d/events.out.tfevents.1709744538.12b554eb863d.375.0 +3 -0
- runs/Mar06_17-12-12_12b554eb863d/events.out.tfevents.1709745137.12b554eb863d.375.1 +3 -0
- runs/Mar06_17-13-01_12b554eb863d/events.out.tfevents.1709745185.12b554eb863d.375.2 +3 -0
- special_tokens_map.json +15 -0
- tmp-checkpoint-125/config.json +44 -0
- tmp-checkpoint-125/merges.txt +0 -0
- tmp-checkpoint-125/model.safetensors +3 -0
- tmp-checkpoint-125/optimizer.pt +3 -0
- tmp-checkpoint-125/special_tokens_map.json +15 -0
- tmp-checkpoint-125/tokenizer.json +0 -0
- tmp-checkpoint-125/tokenizer_config.json +57 -0
- tmp-checkpoint-125/training_args.bin +3 -0
- tmp-checkpoint-125/vocab.json +0 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.38.1",
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"type_vocab_size": 1,
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"use_cache": true,
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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:ef158573174f1d99af5b4f9ce762e2eedee07824aa74f1db3655753c6f612d91
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size 498625128
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runs/Mar06_17-02-13_12b554eb863d/events.out.tfevents.1709744538.12b554eb863d.375.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:874240e221d69ec19b5d699bf9f036aa1ed30f632a73e0fa49f30569b9163384
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size 10571
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runs/Mar06_17-12-12_12b554eb863d/events.out.tfevents.1709745137.12b554eb863d.375.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:79b85d91c975e0b9c8eb85c33fad6ab932783e5c1ab8e9ddbd28d3b20e171af7
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size 5200
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runs/Mar06_17-13-01_12b554eb863d/events.out.tfevents.1709745185.12b554eb863d.375.2
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special_tokens_map.json
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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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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tmp-checkpoint-125/config.json
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{
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"_name_or_path": "FacebookAI/roberta-base",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5"
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},
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"initializer_range": 0.02,
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| 22 |
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"intermediate_size": 3072,
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| 23 |
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"label2id": {
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| 24 |
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"LABEL_0": 0,
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| 25 |
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5
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},
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| 31 |
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"layer_norm_eps": 1e-05,
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| 32 |
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"max_position_embeddings": 514,
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| 33 |
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"model_type": "roberta",
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| 34 |
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"num_attention_heads": 12,
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| 35 |
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"num_hidden_layers": 12,
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| 36 |
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"pad_token_id": 1,
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| 37 |
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"position_embedding_type": "absolute",
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| 38 |
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"problem_type": "single_label_classification",
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| 39 |
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"torch_dtype": "float32",
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| 40 |
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"transformers_version": "4.38.1",
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| 41 |
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"type_vocab_size": 1,
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| 42 |
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"use_cache": true,
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| 43 |
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"vocab_size": 50265
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}
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tmp-checkpoint-125/merges.txt
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tmp-checkpoint-125/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:78d484f9cc7fe1b8ed131f548e43184cee1f4871fcba1234a98b281a5e32b1b0
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size 498625128
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tmp-checkpoint-125/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a83ccbb048cae34c4c3696e47a1d2cba013a35736fdf14d827a1495eba51ccec
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size 625048024
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tmp-checkpoint-125/special_tokens_map.json
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{
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"bos_token": "<s>",
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| 3 |
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"cls_token": "<s>",
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| 4 |
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"eos_token": "</s>",
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| 5 |
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"mask_token": {
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| 6 |
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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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| 11 |
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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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| 15 |
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}
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tmp-checkpoint-125/tokenizer.json
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tmp-checkpoint-125/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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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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"special": true
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},
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"1": {
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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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"special": true
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},
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"2": {
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"content": "</s>",
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"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
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| 27 |
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},
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| 28 |
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"3": {
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| 29 |
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"content": "<unk>",
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| 30 |
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"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
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| 35 |
+
},
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| 36 |
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"50264": {
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| 37 |
+
"content": "<mask>",
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| 38 |
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"lstrip": true,
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| 39 |
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"normalized": false,
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| 40 |
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"rstrip": false,
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| 41 |
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"single_word": false,
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| 42 |
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"special": true
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| 43 |
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}
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| 44 |
+
},
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| 45 |
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"bos_token": "<s>",
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| 46 |
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"clean_up_tokenization_spaces": true,
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| 47 |
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"cls_token": "<s>",
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| 48 |
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"eos_token": "</s>",
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| 49 |
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"errors": "replace",
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| 50 |
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"mask_token": "<mask>",
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| 51 |
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"model_max_length": 512,
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| 52 |
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"pad_token": "<pad>",
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| 53 |
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"sep_token": "</s>",
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| 54 |
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"tokenizer_class": "RobertaTokenizer",
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| 55 |
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"trim_offsets": true,
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| 56 |
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"unk_token": "<unk>"
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}
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tmp-checkpoint-125/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f8cc228a4b3a67c32e8fb8cf5246d56d8a72b816b1d26ee7566b2b6fb6229886
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size 4984
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tmp-checkpoint-125/vocab.json
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": true,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"mask_token": "<mask>",
|
| 51 |
+
"model_max_length": 512,
|
| 52 |
+
"pad_token": "<pad>",
|
| 53 |
+
"sep_token": "</s>",
|
| 54 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 55 |
+
"trim_offsets": true,
|
| 56 |
+
"unk_token": "<unk>"
|
| 57 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d06e676dfcb3c4496bd3581648f2e03c2b4a8bee5736a0c6f1995682c22c135f
|
| 3 |
+
size 4984
|
vocab.json
ADDED
|
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|
|
|