End of training
Browse files- README.md +60 -0
- added_tokens.json +302 -0
- config.json +34 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- special_tokens_map.json +332 -0
- spiece.model +3 -0
- tokenizer_config.json +2749 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: google/umt5-base
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tags:
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- generated_from_trainer
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model-index:
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- name: umt5-bcoqa
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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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# umt5-bcoqa
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This model is a fine-tuned version of [google/umt5-base](https://huggingface.co/google/umt5-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.2095
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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: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 3.4388 | 0.2 | 2500 | 2.5847 |
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| 2.9502 | 0.4 | 5000 | 2.3387 |
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| 2.8027 | 0.6 | 7500 | 2.2562 |
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| 2.6951 | 0.8 | 10000 | 2.2095 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.1+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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added_tokens.json
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
278 |
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|
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|
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|
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|
282 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
300 |
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|
301 |
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|
302 |
+
}
|
config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/umt5-base",
|
3 |
+
"architectures": [
|
4 |
+
"T5ForConditionalGeneration"
|
5 |
+
],
|
6 |
+
"classifier_dropout": 0.0,
|
7 |
+
"d_ff": 2048,
|
8 |
+
"d_kv": 64,
|
9 |
+
"d_model": 768,
|
10 |
+
"decoder_start_token_id": 0,
|
11 |
+
"dense_act_fn": "gelu_new",
|
12 |
+
"dropout_rate": 0.1,
|
13 |
+
"eos_token_id": 1,
|
14 |
+
"feed_forward_proj": "gated-gelu",
|
15 |
+
"initializer_factor": 1.0,
|
16 |
+
"is_encoder_decoder": true,
|
17 |
+
"is_gated_act": true,
|
18 |
+
"layer_norm_epsilon": 1e-06,
|
19 |
+
"model_type": "t5",
|
20 |
+
"num_decoder_layers": 12,
|
21 |
+
"num_heads": 12,
|
22 |
+
"num_layers": 12,
|
23 |
+
"output_past": true,
|
24 |
+
"pad_token_id": 0,
|
25 |
+
"relative_attention_max_distance": 128,
|
26 |
+
"relative_attention_num_buckets": 32,
|
27 |
+
"scalable_attention": true,
|
28 |
+
"tie_word_embeddings": false,
|
29 |
+
"tokenizer_class": "T5Tokenizer",
|
30 |
+
"torch_dtype": "float32",
|
31 |
+
"transformers_version": "4.37.2",
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 256384
|
34 |
+
}
|
generation_config.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
+
"_from_model_config": true,
|
3 |
+
"decoder_start_token_id": 0,
|
4 |
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"eos_token_id": 1,
|
5 |
+
"pad_token_id": 0,
|
6 |
+
"transformers_version": "4.37.2"
|
7 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:ed093ca66da8c143f0cf8a4c48258bfc7f612ee5ec7c3aa571742a2c4429a8a0
|
3 |
+
size 2368173936
|
special_tokens_map.json
ADDED
@@ -0,0 +1,332 @@
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|
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|
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|
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114 |
+
"<extra_id_111>",
|
115 |
+
"<extra_id_112>",
|
116 |
+
"<extra_id_113>",
|
117 |
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"<extra_id_114>",
|
118 |
+
"<extra_id_115>",
|
119 |
+
"<extra_id_116>",
|
120 |
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"<extra_id_117>",
|
121 |
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"<extra_id_118>",
|
122 |
+
"<extra_id_119>",
|
123 |
+
"<extra_id_120>",
|
124 |
+
"<extra_id_121>",
|
125 |
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"<extra_id_122>",
|
126 |
+
"<extra_id_123>",
|
127 |
+
"<extra_id_124>",
|
128 |
+
"<extra_id_125>",
|
129 |
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"<extra_id_126>",
|
130 |
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"<extra_id_127>",
|
131 |
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"<extra_id_128>",
|
132 |
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"<extra_id_129>",
|
133 |
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"<extra_id_130>",
|
134 |
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"<extra_id_131>",
|
135 |
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|
136 |
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|
137 |
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|
138 |
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|
139 |
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|
140 |
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"<extra_id_137>",
|
141 |
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"<extra_id_138>",
|
142 |
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|
143 |
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|
144 |
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|
145 |
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|
146 |
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"<extra_id_143>",
|
147 |
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|
148 |
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|
149 |
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|
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|
151 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
178 |
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|
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|
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|
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|
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|
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|
184 |
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|
185 |
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|
186 |
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|
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|
188 |
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|
189 |
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|
190 |
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|
191 |
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|
192 |
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|
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|
194 |
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|
195 |
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|
196 |
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|
197 |
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|
198 |
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|
199 |
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|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
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|
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|
206 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
223 |
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|
224 |
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|
225 |
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|
226 |
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|
227 |
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|
228 |
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|
229 |
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|
230 |
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|
231 |
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|
232 |
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|
233 |
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|
234 |
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|
235 |
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|
236 |
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|
237 |
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|
238 |
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|
239 |
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"<extra_id_236>",
|
240 |
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"<extra_id_237>",
|
241 |
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"<extra_id_238>",
|
242 |
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|
243 |
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|
244 |
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|
245 |
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"<extra_id_242>",
|
246 |
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|
247 |
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|
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|
249 |
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|
250 |
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"<extra_id_247>",
|
251 |
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|
252 |
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|
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|
254 |
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|
255 |
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|
256 |
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|
257 |
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|
258 |
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|
259 |
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|
260 |
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|
261 |
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|
262 |
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|
263 |
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|
264 |
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|
265 |
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|
266 |
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|
267 |
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|
268 |
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|
269 |
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|
270 |
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|
271 |
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|
272 |
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|
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|
274 |
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|
275 |
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|
276 |
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|
277 |
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"<extra_id_274>",
|
278 |
+
"<extra_id_275>",
|
279 |
+
"<extra_id_276>",
|
280 |
+
"<extra_id_277>",
|
281 |
+
"<extra_id_278>",
|
282 |
+
"<extra_id_279>",
|
283 |
+
"<extra_id_280>",
|
284 |
+
"<extra_id_281>",
|
285 |
+
"<extra_id_282>",
|
286 |
+
"<extra_id_283>",
|
287 |
+
"<extra_id_284>",
|
288 |
+
"<extra_id_285>",
|
289 |
+
"<extra_id_286>",
|
290 |
+
"<extra_id_287>",
|
291 |
+
"<extra_id_288>",
|
292 |
+
"<extra_id_289>",
|
293 |
+
"<extra_id_290>",
|
294 |
+
"<extra_id_291>",
|
295 |
+
"<extra_id_292>",
|
296 |
+
"<extra_id_293>",
|
297 |
+
"<extra_id_294>",
|
298 |
+
"<extra_id_295>",
|
299 |
+
"<extra_id_296>",
|
300 |
+
"<extra_id_297>",
|
301 |
+
"<extra_id_298>",
|
302 |
+
"<extra_id_299>"
|
303 |
+
],
|
304 |
+
"bos_token": {
|
305 |
+
"content": "<s>",
|
306 |
+
"lstrip": false,
|
307 |
+
"normalized": false,
|
308 |
+
"rstrip": false,
|
309 |
+
"single_word": false
|
310 |
+
},
|
311 |
+
"eos_token": {
|
312 |
+
"content": "</s>",
|
313 |
+
"lstrip": false,
|
314 |
+
"normalized": false,
|
315 |
+
"rstrip": false,
|
316 |
+
"single_word": false
|
317 |
+
},
|
318 |
+
"pad_token": {
|
319 |
+
"content": "<pad>",
|
320 |
+
"lstrip": false,
|
321 |
+
"normalized": false,
|
322 |
+
"rstrip": false,
|
323 |
+
"single_word": false
|
324 |
+
},
|
325 |
+
"unk_token": {
|
326 |
+
"content": "<unk>",
|
327 |
+
"lstrip": false,
|
328 |
+
"normalized": false,
|
329 |
+
"rstrip": false,
|
330 |
+
"single_word": false
|
331 |
+
}
|
332 |
+
}
|
spiece.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e3909a67b780650b35cf529ac782ad2b6b26e6d1f849d3fbb6a872905f452458
|
3 |
+
size 4548313
|
tokenizer_config.json
ADDED
@@ -0,0 +1,2749 @@
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|
|
|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
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|
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|
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|
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|
|
|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
|
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|
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|
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|
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}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:a0f9780d00e78a246c277283bc92851e60eb06a985a4dd6bbb15cf9d30e52599
|
3 |
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size 4856
|