Model save
Browse files- README.md +71 -0
- config.json +27 -0
- emissions.csv +2 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Mar05_20-48-26_hcdsgpu2/events.out.tfevents.1709671711.hcdsgpu2.321356.0 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- generated_from_trainer
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model-index:
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- name: RoBERTa-legal-de-cased_German_legal_SQuAD_17
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# RoBERTa-legal-de-cased_German_legal_SQuAD_17
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This model was trained from scratch on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.7026
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 128
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- eval_batch_size: 32
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 17
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 3 | 5.9725 |
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| No log | 2.0 | 6 | 5.4679 |
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| No log | 3.0 | 9 | 4.8936 |
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| No log | 4.0 | 12 | 4.6404 |
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| No log | 5.0 | 15 | 3.8267 |
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| No log | 6.0 | 18 | 3.5252 |
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| No log | 7.0 | 21 | 3.3880 |
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| No log | 8.0 | 24 | 3.2478 |
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| No log | 9.0 | 27 | 3.1329 |
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| No log | 10.0 | 30 | 3.1052 |
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| No log | 11.0 | 33 | 2.9603 |
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| No log | 12.0 | 36 | 2.8132 |
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| No log | 13.0 | 39 | 2.8544 |
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| No log | 14.0 | 42 | 2.9655 |
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| No log | 15.0 | 45 | 2.8565 |
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| No log | 16.0 | 48 | 2.7496 |
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| No log | 17.0 | 51 | 2.7026 |
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### Framework versions
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu121
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- Datasets 2.14.7
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "/ltstorage/shares/datasets/glllm/data/from_scratch/RoBERTa/RoBERTa-legal-de-cased",
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"architectures": [
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"RobertaForQuestionAnswering"
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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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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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"torch_dtype": "float32",
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"transformers_version": "4.36.2",
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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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emissions.csv
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timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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2024-03-05T20:49:18,codecarbon,7494cee8-9df0-4436-8f3b-c8be89a65ad2,46.5396683216095,0.007144547106689713,0.00015351521324384528,112.5,887.3100000000001,377.88994789123535,0.0014543448686599732,0.013830785513750051,0.004879149363381777,0.0201642797457918,Germany,DEU,free and hanseatic city of hamburg,,,Linux-6.5.0-21-generic-x86_64-with-glibc2.35,3.11.4,2.2.3,128,AMD EPYC 7543 32-Core Processor,4,4 x NVIDIA A40,9.9683,53.5649,1007.7065277099609,machine,N,1.0
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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 sha256:36a766782e28ddc4012cd28163a0916e697b6ae0c626bb7d424487f649323b72
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size 496250232
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runs/Mar05_20-48-26_hcdsgpu2/events.out.tfevents.1709671711.hcdsgpu2.321356.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:e16e4feaf8aebd54fc93ef116916ee8153e8874f89c8837b17e0e8ca11b8fffc
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size 9576
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special_tokens_map.json
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{
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"bos_token": {
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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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},
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"cls_token": {
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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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},
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"eos_token": {
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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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},
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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": {
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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": "</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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},
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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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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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"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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"3": {
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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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"special": true
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},
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"4": {
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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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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:59a5c1a9b9edced0dcc27c35f34bfc2fcb327da253f3db84ff3cff08dc631ce3
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size 4920
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vocab.json
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