Commit
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ae5c243
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Parent(s):
0d4886b
End of training
Browse files- README.md +16 -15
- config.json +51 -26
- generation_config.json +2 -3
- model.safetensors +2 -2
- runs/Apr21_21-32-16_872de5f2f7f1/events.out.tfevents.1713735137.872de5f2f7f1.34.0 +3 -0
- special_tokens_map.json +118 -24
- spiece.model +2 -2
- tokenizer.json +0 -0
- tokenizer_config.json +813 -63
- training_args.bin +1 -1
README.md
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---
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-
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tags:
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- generated_from_trainer
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metrics:
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# my_awesome_english_to_nepali_tst
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss:
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- Bleu:
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- Gen Len:
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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| No log | 1.0 | 32 |
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| No log | 2.0 | 64 |
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| No log | 3.0 | 96 |
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| No log | 4.0 | 128 |
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| No log | 5.0 | 160 |
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| No log | 6.0 | 192 |
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| No log | 7.0 | 224 |
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| No log | 8.0 | 256 |
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| No log | 9.0 | 288 |
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| No log | 10.0 | 320 |
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### Framework versions
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---
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license: apache-2.0
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base_model: t5-small
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tags:
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- generated_from_trainer
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metrics:
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# my_awesome_english_to_nepali_tst
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This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.7758
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- Bleu: 4.076
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- Gen Len: 17.595
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
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| No log | 1.0 | 32 | 1.8790 | 3.86 | 17.665 |
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| No log | 2.0 | 64 | 1.8311 | 4.0878 | 17.645 |
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| No log | 3.0 | 96 | 1.8105 | 4.0976 | 17.615 |
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| No log | 4.0 | 128 | 1.7988 | 4.1081 | 17.615 |
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| No log | 5.0 | 160 | 1.7911 | 4.057 | 17.625 |
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| No log | 6.0 | 192 | 1.7854 | 4.0552 | 17.61 |
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| No log | 7.0 | 224 | 1.7812 | 4.0714 | 17.61 |
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| No log | 8.0 | 256 | 1.7780 | 4.085 | 17.595 |
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| No log | 9.0 | 288 | 1.7764 | 4.076 | 17.595 |
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| No log | 10.0 | 320 | 1.7758 | 4.076 | 17.595 |
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### Framework versions
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config.json
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{
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"_name_or_path": "
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"activation_dropout": 0.1,
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"activation_function": "gelu",
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"architectures": [
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"attention_dropout": 0.1,
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"bos_token_id": 64000,
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"classifier_dropout": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 64001,
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"forced_eos_token_id": 2,
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"gradient_checkpointing": false,
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"vocab_size":
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}
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{
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"_name_or_path": "t5-small",
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"architectures": [
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"T5ForConditionalGeneration"
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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": 512,
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"decoder_start_token_id": 0,
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"dense_act_fn": "relu",
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"dropout_rate": 0.1,
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"eos_token_id": 1,
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"feed_forward_proj": "relu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": false,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"n_positions": 512,
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"num_decoder_layers": 6,
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"num_heads": 8,
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"num_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"task_specific_params": {
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"summarization": {
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"early_stopping": true,
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"length_penalty": 2.0,
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"max_length": 200,
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"min_length": 30,
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"no_repeat_ngram_size": 3,
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"num_beams": 4,
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"prefix": "summarize: "
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},
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"translation_en_to_de": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to German: "
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},
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"translation_en_to_fr": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to French: "
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},
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"translation_en_to_ro": {
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"early_stopping": true,
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"max_length": 300,
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"num_beams": 4,
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"prefix": "translate English to Romanian: "
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"vocab_size": 32128
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}
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generation_config.json
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"transformers_version": "4.39.3"
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"transformers_version": "4.39.3"
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:69053456ea618941c1f7b94fe7b8f32aab6cfa6e8ddaf83fec2fe866334cd215
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size 242041896
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runs/Apr21_21-32-16_872de5f2f7f1/events.out.tfevents.1713735137.872de5f2f7f1.34.0
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
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}
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"content": "</s>",
|
| 106 |
+
"lstrip": false,
|
| 107 |
+
"normalized": false,
|
|
|
|
|
|
|
|
|
|
| 108 |
"rstrip": false,
|
| 109 |
"single_word": false
|
| 110 |
},
|
| 111 |
+
"pad_token": {
|
| 112 |
+
"content": "<pad>",
|
| 113 |
+
"lstrip": false,
|
| 114 |
+
"normalized": false,
|
| 115 |
+
"rstrip": false,
|
| 116 |
+
"single_word": false
|
| 117 |
+
},
|
| 118 |
+
"unk_token": {
|
| 119 |
+
"content": "<unk>",
|
| 120 |
+
"lstrip": false,
|
| 121 |
+
"normalized": false,
|
| 122 |
+
"rstrip": false,
|
| 123 |
+
"single_word": false
|
| 124 |
+
}
|
| 125 |
}
|
spiece.model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
| 3 |
+
size 791656
|
tokenizer.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
CHANGED
|
@@ -9,7 +9,7 @@
|
|
| 9 |
"special": true
|
| 10 |
},
|
| 11 |
"1": {
|
| 12 |
-
"content": "
|
| 13 |
"lstrip": false,
|
| 14 |
"normalized": false,
|
| 15 |
"rstrip": false,
|
|
@@ -17,135 +17,807 @@
|
|
| 17 |
"special": true
|
| 18 |
},
|
| 19 |
"2": {
|
| 20 |
-
"content": "
|
| 21 |
"lstrip": false,
|
| 22 |
"normalized": false,
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
},
|
| 27 |
-
"
|
| 28 |
-
"content": "
|
| 29 |
"lstrip": false,
|
| 30 |
"normalized": false,
|
| 31 |
"rstrip": false,
|
| 32 |
"single_word": false,
|
| 33 |
"special": true
|
| 34 |
},
|
| 35 |
-
"
|
| 36 |
-
"content": "
|
| 37 |
-
"lstrip":
|
| 38 |
-
"normalized":
|
| 39 |
"rstrip": false,
|
| 40 |
"single_word": false,
|
| 41 |
"special": true
|
| 42 |
},
|
| 43 |
-
"
|
| 44 |
-
"content": "<
|
| 45 |
"lstrip": false,
|
| 46 |
"normalized": false,
|
| 47 |
"rstrip": false,
|
| 48 |
"single_word": false,
|
| 49 |
"special": true
|
| 50 |
},
|
| 51 |
-
"
|
| 52 |
-
"content": "
|
|
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|
| 53 |
"lstrip": false,
|
| 54 |
"normalized": false,
|
| 55 |
"rstrip": false,
|
| 56 |
"single_word": false,
|
| 57 |
"special": true
|
| 58 |
},
|
| 59 |
-
"
|
| 60 |
-
"content": "<
|
| 61 |
"lstrip": false,
|
| 62 |
"normalized": false,
|
| 63 |
"rstrip": false,
|
| 64 |
"single_word": false,
|
| 65 |
"special": true
|
| 66 |
},
|
| 67 |
-
"
|
| 68 |
-
"content": "<
|
| 69 |
"lstrip": false,
|
| 70 |
"normalized": false,
|
| 71 |
"rstrip": false,
|
| 72 |
"single_word": false,
|
| 73 |
"special": true
|
| 74 |
},
|
| 75 |
-
"
|
| 76 |
-
"content": "<
|
| 77 |
"lstrip": false,
|
| 78 |
"normalized": false,
|
| 79 |
"rstrip": false,
|
| 80 |
"single_word": false,
|
| 81 |
"special": true
|
| 82 |
},
|
| 83 |
-
"
|
| 84 |
-
"content": "<
|
| 85 |
"lstrip": false,
|
| 86 |
"normalized": false,
|
| 87 |
"rstrip": false,
|
| 88 |
"single_word": false,
|
| 89 |
"special": true
|
| 90 |
},
|
| 91 |
-
"
|
| 92 |
-
"content": "<
|
| 93 |
"lstrip": false,
|
| 94 |
"normalized": false,
|
| 95 |
"rstrip": false,
|
| 96 |
"single_word": false,
|
| 97 |
"special": true
|
| 98 |
},
|
| 99 |
-
"
|
| 100 |
-
"content": "<
|
| 101 |
"lstrip": false,
|
| 102 |
"normalized": false,
|
| 103 |
"rstrip": false,
|
| 104 |
"single_word": false,
|
| 105 |
"special": true
|
| 106 |
},
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| 107 |
-
"
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| 108 |
-
"content": "<
|
| 109 |
"lstrip": false,
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"normalized": false,
|
| 111 |
"rstrip": false,
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| 112 |
"single_word": false,
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| 113 |
"special": true
|
| 114 |
},
|
| 115 |
-
"
|
| 116 |
-
"content": "<
|
| 117 |
"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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| 121 |
"special": true
|
| 122 |
},
|
| 123 |
-
"
|
| 124 |
-
"content": "<
|
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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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"special": true
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},
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| 131 |
-
"
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-
"content": "<
|
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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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"special": true
|
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},
|
| 139 |
-
"
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-
"content": "<
|
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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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"special": true
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},
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-
"
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-
"content": "<
|
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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@@ -154,34 +826,112 @@
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}
|
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},
|
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"additional_special_tokens": [
|
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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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| 171 |
],
|
| 172 |
-
"bos_token": "[CLS]",
|
| 173 |
"clean_up_tokenization_spaces": true,
|
| 174 |
-
"
|
| 175 |
-
"
|
| 176 |
-
"
|
| 177 |
-
"keep_accents": true,
|
| 178 |
-
"mask_token": "[MASK]",
|
| 179 |
-
"model_max_length": 1000000000000000019884624838656,
|
| 180 |
"pad_token": "<pad>",
|
| 181 |
-
"
|
| 182 |
-
"
|
| 183 |
-
"sp_model_kwargs": {},
|
| 184 |
-
"tokenizer_class": "AlbertTokenizer",
|
| 185 |
-
"unk_token": "<unk>",
|
| 186 |
-
"use_fast": false
|
| 187 |
}
|
|
|
|
| 9 |
"special": true
|
| 10 |
},
|
| 11 |
"1": {
|
| 12 |
+
"content": "</s>",
|
| 13 |
"lstrip": false,
|
| 14 |
"normalized": false,
|
| 15 |
"rstrip": false,
|
|
|
|
| 17 |
"special": true
|
| 18 |
},
|
| 19 |
"2": {
|
| 20 |
+
"content": "<unk>",
|
| 21 |
"lstrip": false,
|
| 22 |
"normalized": false,
|
| 23 |
"rstrip": false,
|
| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
},
|
| 27 |
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"32000": {
|
| 28 |
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"content": "<extra_id_99>",
|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
"single_word": false,
|
| 33 |
"special": true
|
| 34 |
},
|
| 35 |
+
"32001": {
|
| 36 |
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"content": "<extra_id_98>",
|
| 37 |
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|
| 38 |
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"normalized": false,
|
| 39 |
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|
| 40 |
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|
| 41 |
"special": true
|
| 42 |
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|
| 43 |
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"32002": {
|
| 44 |
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"content": "<extra_id_97>",
|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
"special": true
|
| 50 |
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|
| 51 |
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"32003": {
|
| 52 |
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"content": "<extra_id_96>",
|
| 53 |
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|
| 54 |
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"normalized": false,
|
| 55 |
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|
| 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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"32004": {
|
| 60 |
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"content": "<extra_id_95>",
|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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"special": true
|
| 66 |
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},
|
| 67 |
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"32005": {
|
| 68 |
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"content": "<extra_id_94>",
|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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"special": true
|
| 74 |
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},
|
| 75 |
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"32006": {
|
| 76 |
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"content": "<extra_id_93>",
|
| 77 |
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"lstrip": false,
|
| 78 |
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"normalized": false,
|
| 79 |
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|
| 80 |
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|
| 81 |
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"special": true
|
| 82 |
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},
|
| 83 |
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"32007": {
|
| 84 |
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"content": "<extra_id_92>",
|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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"special": true
|
| 90 |
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| 91 |
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"32008": {
|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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"special": true
|
| 98 |
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|
| 99 |
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"32009": {
|
| 100 |
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"content": "<extra_id_90>",
|
| 101 |
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|
| 102 |
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| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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},
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| 107 |
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"32010": {
|
| 108 |
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"content": "<extra_id_89>",
|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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"special": true
|
| 114 |
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},
|
| 115 |
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"32011": {
|
| 116 |
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"content": "<extra_id_88>",
|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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"special": true
|
| 122 |
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|
| 123 |
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"32012": {
|
| 124 |
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"content": "<extra_id_87>",
|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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"special": true
|
| 130 |
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},
|
| 131 |
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"32013": {
|
| 132 |
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"content": "<extra_id_86>",
|
| 133 |
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|
| 134 |
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"normalized": false,
|
| 135 |
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|
| 136 |
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"single_word": false,
|
| 137 |
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"special": true
|
| 138 |
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},
|
| 139 |
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"32014": {
|
| 140 |
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"content": "<extra_id_85>",
|
| 141 |
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"lstrip": false,
|
| 142 |
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"normalized": false,
|
| 143 |
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"rstrip": false,
|
| 144 |
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"single_word": false,
|
| 145 |
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"special": true
|
| 146 |
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},
|
| 147 |
+
"32015": {
|
| 148 |
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"content": "<extra_id_84>",
|
| 149 |
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"lstrip": false,
|
| 150 |
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"normalized": false,
|
| 151 |
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|
| 152 |
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"single_word": false,
|
| 153 |
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"special": true
|
| 154 |
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},
|
| 155 |
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"32016": {
|
| 156 |
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"content": "<extra_id_83>",
|
| 157 |
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"lstrip": false,
|
| 158 |
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"normalized": false,
|
| 159 |
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|
| 160 |
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"single_word": false,
|
| 161 |
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"special": true
|
| 162 |
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},
|
| 163 |
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"32017": {
|
| 164 |
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"content": "<extra_id_82>",
|
| 165 |
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"lstrip": false,
|
| 166 |
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"normalized": false,
|
| 167 |
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"rstrip": false,
|
| 168 |
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"single_word": false,
|
| 169 |
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"special": true
|
| 170 |
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},
|
| 171 |
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"32018": {
|
| 172 |
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"content": "<extra_id_81>",
|
| 173 |
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|
| 174 |
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"normalized": false,
|
| 175 |
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|
| 176 |
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"single_word": false,
|
| 177 |
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"special": true
|
| 178 |
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},
|
| 179 |
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"32019": {
|
| 180 |
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"content": "<extra_id_80>",
|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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"32020": {
|
| 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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|
| 193 |
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|
| 194 |
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| 195 |
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"32021": {
|
| 196 |
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|
| 197 |
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| 198 |
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| 200 |
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|
| 201 |
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|
| 202 |
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| 203 |
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"32022": {
|
| 204 |
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|
| 205 |
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|
| 206 |
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|
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| 210 |
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| 211 |
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|
| 212 |
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|
| 213 |
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| 214 |
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| 216 |
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| 217 |
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| 218 |
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| 219 |
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|
| 220 |
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|
| 221 |
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| 222 |
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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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|
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| 233 |
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| 235 |
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| 236 |
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|
| 242 |
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|
| 244 |
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|
| 245 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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| 254 |
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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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|
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|
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|
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|
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|
| 266 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
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|
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|
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|
| 274 |
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|
| 276 |
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|
| 277 |
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| 278 |
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|
| 281 |
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|
| 282 |
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| 283 |
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|
| 284 |
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|
| 285 |
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|
| 290 |
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|
| 292 |
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|
| 293 |
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| 298 |
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| 299 |
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|
| 300 |
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|
| 301 |
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| 302 |
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| 305 |
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| 306 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
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| 312 |
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|
| 313 |
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|
| 314 |
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| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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|
| 319 |
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|
| 320 |
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|
| 321 |
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|
| 322 |
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| 323 |
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|
| 324 |
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|
| 325 |
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|
| 326 |
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|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
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|
| 783 |
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|
| 784 |
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|
| 785 |
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|
| 786 |
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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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|
| 794 |
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|
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|
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|
| 797 |
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|
| 798 |
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|
| 799 |
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|
| 800 |
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|
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|
| 802 |
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|
| 803 |
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|
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|
| 805 |
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|
| 806 |
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|
| 807 |
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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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| 899 |
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| 900 |
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| 912 |
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| 916 |
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|
| 917 |
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| 918 |
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| 919 |
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|
| 920 |
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|
| 921 |
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|
| 922 |
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|
| 923 |
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|
| 924 |
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|
| 925 |
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|
| 926 |
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|
| 927 |
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|
| 928 |
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|
| 929 |
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|
|
|
|
| 930 |
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|
| 931 |
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"eos_token": "</s>",
|
| 932 |
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"extra_ids": 100,
|
| 933 |
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"model_max_length": 512,
|
|
|
|
|
|
|
|
|
|
| 934 |
"pad_token": "<pad>",
|
| 935 |
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"tokenizer_class": "T5Tokenizer",
|
| 936 |
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"unk_token": "<unk>"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 937 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5112
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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|
| 3 |
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|