End of training
Browse files- .gitattributes +1 -0
- README.md +59 -0
- config.json +33 -0
- model.safetensors +3 -0
- special_tokens_map.json +60 -0
- tokenizer.json +3 -0
- tokenizer_config.json +87 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* 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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*.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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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
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---
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license: mit
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base_model: baidu/ernie-code-560m
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tags:
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- generated_from_trainer
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model-index:
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- name: qa_by_nllb
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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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# qa_by_nllb
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This model is a fine-tuned version of [baidu/ernie-code-560m](https://huggingface.co/baidu/ernie-code-560m) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4765
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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: 4
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- eval_batch_size: 4
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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: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 3.1922 | 1.0 | 1000 | 1.9035 |
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| 2.0263 | 2.0 | 2000 | 1.4808 |
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| 1.7036 | 3.0 | 3000 | 1.4765 |
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### Framework versions
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- Transformers 4.41.2
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- Pytorch 2.1.2
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- Datasets 2.19.2
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "baidu/ernie-code-560m",
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"architectures": [
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"MT5ForQuestionAnswering"
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],
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"classifier_dropout": 0.0,
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"d_ff": 2048,
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"d_kv": 64,
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"d_model": 768,
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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| 14 |
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"feed_forward_proj": "gated-gelu",
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"initializer_factor": 1.0,
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| 16 |
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"is_encoder_decoder": true,
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"is_gated_act": true,
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| 18 |
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"layer_norm_epsilon": 1e-06,
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| 19 |
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"model_type": "mt5",
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| 20 |
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"num_decoder_layers": 12,
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| 21 |
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"num_heads": 12,
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| 22 |
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"num_layers": 12,
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| 23 |
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"output_past": true,
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| 24 |
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"pad_token_id": 0,
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| 25 |
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"relative_attention_max_distance": 128,
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| 26 |
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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| 28 |
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"tokenizer_class": "T5Tokenizer",
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| 29 |
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"torch_dtype": "float32",
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| 30 |
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"transformers_version": "4.41.2",
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| 31 |
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"use_cache": true,
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"vocab_size": 250105
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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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| 2 |
+
oid sha256:9289dfc6291073514e8d63ffe50b4a772de7f39d9ae928446c6bdbeb2697367e
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size 1561279432
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special_tokens_map.json
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{
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"additional_special_tokens": [
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{
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"content": "\n",
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| 5 |
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"lstrip": false,
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| 6 |
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"normalized": false,
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| 7 |
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"rstrip": false,
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| 8 |
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"single_word": false
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| 9 |
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},
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{
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"content": "\t",
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"lstrip": false,
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"normalized": false,
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| 14 |
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"rstrip": false,
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},
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{
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"content": "<|space|><|space|><|space|><|space|>",
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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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{
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"content": "<|space|><|space|>",
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"lstrip": false,
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"normalized": false,
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| 28 |
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"rstrip": false,
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| 29 |
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"single_word": false
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| 30 |
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},
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| 31 |
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{
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"content": "<|space|>",
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| 33 |
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"lstrip": false,
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| 34 |
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"normalized": false,
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| 35 |
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"rstrip": false,
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| 36 |
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"single_word": false
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| 37 |
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}
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| 38 |
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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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| 42 |
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"normalized": false,
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| 43 |
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"rstrip": false,
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| 44 |
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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": false,
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| 50 |
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"rstrip": 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": false,
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f79b968b0d938c1ac96ebb93289889dd669beb3f89ea9d3821bcd7e08547a449
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| 3 |
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size 16316406
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tokenizer_config.json
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{
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| 2 |
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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,
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| 6 |
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| 7 |
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| 8 |
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| 9 |
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"special": true
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| 10 |
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},
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| 11 |
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"1": {
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"content": "</s>",
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| 13 |
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"lstrip": false,
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| 14 |
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"normalized": false,
|
| 15 |
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| 16 |
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"single_word": false,
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| 17 |
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"special": true
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| 18 |
+
},
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| 19 |
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"2": {
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| 20 |
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"content": "<unk>",
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| 21 |
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"lstrip": false,
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| 22 |
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"normalized": false,
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| 23 |
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"rstrip": false,
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| 24 |
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"single_word": false,
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| 25 |
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"special": true
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| 26 |
+
},
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| 27 |
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"250100": {
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| 28 |
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| 29 |
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| 30 |
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"normalized": false,
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| 31 |
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"rstrip": false,
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| 32 |
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"single_word": false,
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| 33 |
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"special": true
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| 34 |
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},
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| 35 |
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"250101": {
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| 36 |
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| 37 |
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| 38 |
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|
| 39 |
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"rstrip": false,
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| 40 |
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"single_word": false,
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| 41 |
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"special": true
|
| 42 |
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},
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| 43 |
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"250102": {
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| 44 |
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"content": "<|space|><|space|><|space|><|space|>",
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| 45 |
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"lstrip": false,
|
| 46 |
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"normalized": false,
|
| 47 |
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"rstrip": false,
|
| 48 |
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"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
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},
|
| 51 |
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"250103": {
|
| 52 |
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"content": "<|space|><|space|>",
|
| 53 |
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"lstrip": false,
|
| 54 |
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"normalized": false,
|
| 55 |
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"rstrip": false,
|
| 56 |
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"single_word": false,
|
| 57 |
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"special": true
|
| 58 |
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},
|
| 59 |
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"250104": {
|
| 60 |
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|
| 61 |
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"lstrip": false,
|
| 62 |
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"normalized": false,
|
| 63 |
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"rstrip": false,
|
| 64 |
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"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
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}
|
| 67 |
+
},
|
| 68 |
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"additional_special_tokens": [
|
| 69 |
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"\n",
|
| 70 |
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"\t",
|
| 71 |
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"<|space|><|space|><|space|><|space|>",
|
| 72 |
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"<|space|><|space|>",
|
| 73 |
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"<|space|>"
|
| 74 |
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],
|
| 75 |
+
"clean_up_tokenization_spaces": true,
|
| 76 |
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"eos_token": "</s>",
|
| 77 |
+
"extra_ids": 0,
|
| 78 |
+
"max_length": 1024,
|
| 79 |
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"model_max_length": 1000000000000000019884624838656,
|
| 80 |
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"pad_token": "<pad>",
|
| 81 |
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"sp_model_kwargs": {},
|
| 82 |
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"stride": 0,
|
| 83 |
+
"tokenizer_class": "T5Tokenizer",
|
| 84 |
+
"truncation_side": "right",
|
| 85 |
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"truncation_strategy": "longest_first",
|
| 86 |
+
"unk_token": "<unk>"
|
| 87 |
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}
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training_args.bin
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:41267def16edf6a6805f15dd8d92e7cbdf0e9d3d9889532f26455fb126f0b3f2
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| 3 |
+
size 5112
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