Upload 11 files
Browse files- README.md +106 -3
- adapter_config.json +43 -0
- adapter_model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +125 -125
- tokenizer.json +2 -2
- tokenizer_config.json +940 -940
- trainer_state.json +526 -0
- training_args.bin +2 -2
README.md
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---
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base_model: google/flan-t5-base
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library_name: peft
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tags:
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- base_model:adapter:google/flan-t5-base
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- lora
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- transformers
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- summarization
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- abstractive-summarization
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- generated_from_trainer
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model-index:
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- name: Abstractive Style Summarizer
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results: []
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---
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# Abstractive Style Summarizer
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This model is a fine-tuned version of [google/flan-t5-base](https://huggingface.co/google/flan-t5-base) using PEFT (LoRA). It is designed to generate abstractive summaries in three distinct styles: **Harsh** (concise), **Balanced** (standard), and **Detailed** (comprehensive).
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## Model Details
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### Model Description
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- **Model type:** Sequence-to-Sequence Transformer (T5)
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- **Language(s):** English
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- **License:** Apache 2.0
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- **Finetuned from model:** google/flan-t5-base
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- **Training Method:** PEFT (LoRA)
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### Model Sources
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- **Repository:** [Flatten](https://github.com/LityoPS/Flatten)
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- **Base Model:** [google/flan-t5-base](https://huggingface.co/google/flan-t5-base)
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## Uses
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### Direct Use
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The model interprets a prefixed prompt to determine the style of the summary.
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- **Harsh**: Generates very short, punchy summaries (approx. 35% of input length).
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- **Balanced**: Generates standard news summaries (approx. 50% of input length).
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- **Detailed**: Generates in-depth summaries (approx. 70% of input length).
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### Prompt Format
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The input text should be prefixed with the desired style:
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```
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Summarize {Style}: {Input Text}
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```
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Example: `Summarize Harsh: The Walt Disney Co. announced...`
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## Training Details
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### Training Data
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The model was trained on a combined dataset of 12,000 samples, split into 80% Train, 10% Validation, and 10% Test.
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| Style | Source Dataset | Size |
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| :--- | :--- | :--- |
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| **Harsh** | [XSum](https://huggingface.co/datasets/xsum) | 4000 |
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| **Balanced** | [CNN/DailyMail](https://huggingface.co/datasets/cnn_dailymail) | 4000 |
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| **Detailed** | [Multi-News](https://huggingface.co/datasets/multi_news) | 4000 |
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### Training Procedure
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#### Training Hyperparameters
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- **Learning Rate:** 5e-4
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- **Batch Size:** 4 per device
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- **Gradient Accumulation Steps:** 2
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- **Num Epochs:** 5
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- **Optimizer:** AdamW
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- **LR Scheduler:** Linear with warmup (ratio 0.05)
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- **Mixed Precision:** BF16
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#### LoRA Configuration
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- **r:** 32
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- **lora_alpha:** 64
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- **lora_dropout:** 0.05
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- **target_modules:** ["q", "k", "v", "o"]
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- **bias:** "none"
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- **task_type:** "SEQ_2_SEQ_LM"
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### Evaluation Results
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Evaluated on the held-out test set (1,200 samples) at Step 6000.
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| Metric | Score |
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| :--- | :--- |
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| **ROUGE-1** | 0.3925 |
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| **ROUGE-2** | 0.1608 |
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| **ROUGE-L** | 0.2776 |
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| **Validation Loss** | 0.7824 |
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## Environmental Impact
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- **Hardware Type:** CUDA-enabled GPU
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- **Compute:** LoRA fine-tuning (Parameters: 7M trainable / 254M total)
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## Framework Versions
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- Datasets==3.6.0
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- Pytorch>=2.5.1
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- Transformers>=4.36.0
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- PEFT>=0.8.0
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adapter_config.json
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {},
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"arrow_config": null,
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"auto_mapping": null,
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"base_model_name_or_path": "google/flan-t5-base",
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"layer_replication": null,
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"layers_pattern": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"peft_version": "0.18.0",
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"qalora_group_size": 16,
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v",
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"q",
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"o",
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"k"
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],
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"target_parameters": null,
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"task_type": "SEQ_2_SEQ_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:905b2e3b6eff0043debe9f958db53c502ff26ad5d36957a65ea7607b0e084f98
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size 28352216
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:79818728369d542bfb17151257188499ea54574be78b60cb97f295d0f4f1e9cb
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size 56865163
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c98e9e77b014d89538f954062543caceb860d7b1cf129088021c934d476734be
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size 14645
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ca40ea6dcb18a1a27acfcacc7d1a643fe4222424ca728640933c251b0bfe14ff
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size 1465
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special_tokens_map.json
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| 13 |
+
"<extra_id_10>",
|
| 14 |
+
"<extra_id_11>",
|
| 15 |
+
"<extra_id_12>",
|
| 16 |
+
"<extra_id_13>",
|
| 17 |
+
"<extra_id_14>",
|
| 18 |
+
"<extra_id_15>",
|
| 19 |
+
"<extra_id_16>",
|
| 20 |
+
"<extra_id_17>",
|
| 21 |
+
"<extra_id_18>",
|
| 22 |
+
"<extra_id_19>",
|
| 23 |
+
"<extra_id_20>",
|
| 24 |
+
"<extra_id_21>",
|
| 25 |
+
"<extra_id_22>",
|
| 26 |
+
"<extra_id_23>",
|
| 27 |
+
"<extra_id_24>",
|
| 28 |
+
"<extra_id_25>",
|
| 29 |
+
"<extra_id_26>",
|
| 30 |
+
"<extra_id_27>",
|
| 31 |
+
"<extra_id_28>",
|
| 32 |
+
"<extra_id_29>",
|
| 33 |
+
"<extra_id_30>",
|
| 34 |
+
"<extra_id_31>",
|
| 35 |
+
"<extra_id_32>",
|
| 36 |
+
"<extra_id_33>",
|
| 37 |
+
"<extra_id_34>",
|
| 38 |
+
"<extra_id_35>",
|
| 39 |
+
"<extra_id_36>",
|
| 40 |
+
"<extra_id_37>",
|
| 41 |
+
"<extra_id_38>",
|
| 42 |
+
"<extra_id_39>",
|
| 43 |
+
"<extra_id_40>",
|
| 44 |
+
"<extra_id_41>",
|
| 45 |
+
"<extra_id_42>",
|
| 46 |
+
"<extra_id_43>",
|
| 47 |
+
"<extra_id_44>",
|
| 48 |
+
"<extra_id_45>",
|
| 49 |
+
"<extra_id_46>",
|
| 50 |
+
"<extra_id_47>",
|
| 51 |
+
"<extra_id_48>",
|
| 52 |
+
"<extra_id_49>",
|
| 53 |
+
"<extra_id_50>",
|
| 54 |
+
"<extra_id_51>",
|
| 55 |
+
"<extra_id_52>",
|
| 56 |
+
"<extra_id_53>",
|
| 57 |
+
"<extra_id_54>",
|
| 58 |
+
"<extra_id_55>",
|
| 59 |
+
"<extra_id_56>",
|
| 60 |
+
"<extra_id_57>",
|
| 61 |
+
"<extra_id_58>",
|
| 62 |
+
"<extra_id_59>",
|
| 63 |
+
"<extra_id_60>",
|
| 64 |
+
"<extra_id_61>",
|
| 65 |
+
"<extra_id_62>",
|
| 66 |
+
"<extra_id_63>",
|
| 67 |
+
"<extra_id_64>",
|
| 68 |
+
"<extra_id_65>",
|
| 69 |
+
"<extra_id_66>",
|
| 70 |
+
"<extra_id_67>",
|
| 71 |
+
"<extra_id_68>",
|
| 72 |
+
"<extra_id_69>",
|
| 73 |
+
"<extra_id_70>",
|
| 74 |
+
"<extra_id_71>",
|
| 75 |
+
"<extra_id_72>",
|
| 76 |
+
"<extra_id_73>",
|
| 77 |
+
"<extra_id_74>",
|
| 78 |
+
"<extra_id_75>",
|
| 79 |
+
"<extra_id_76>",
|
| 80 |
+
"<extra_id_77>",
|
| 81 |
+
"<extra_id_78>",
|
| 82 |
+
"<extra_id_79>",
|
| 83 |
+
"<extra_id_80>",
|
| 84 |
+
"<extra_id_81>",
|
| 85 |
+
"<extra_id_82>",
|
| 86 |
+
"<extra_id_83>",
|
| 87 |
+
"<extra_id_84>",
|
| 88 |
+
"<extra_id_85>",
|
| 89 |
+
"<extra_id_86>",
|
| 90 |
+
"<extra_id_87>",
|
| 91 |
+
"<extra_id_88>",
|
| 92 |
+
"<extra_id_89>",
|
| 93 |
+
"<extra_id_90>",
|
| 94 |
+
"<extra_id_91>",
|
| 95 |
+
"<extra_id_92>",
|
| 96 |
+
"<extra_id_93>",
|
| 97 |
+
"<extra_id_94>",
|
| 98 |
+
"<extra_id_95>",
|
| 99 |
+
"<extra_id_96>",
|
| 100 |
+
"<extra_id_97>",
|
| 101 |
+
"<extra_id_98>",
|
| 102 |
+
"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": {
|
| 105 |
+
"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 |
+
}
|
tokenizer.json
CHANGED
|
@@ -2,13 +2,13 @@
|
|
| 2 |
"version": "1.0",
|
| 3 |
"truncation": {
|
| 4 |
"direction": "Right",
|
| 5 |
-
"max_length":
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
"padding": {
|
| 10 |
"strategy": {
|
| 11 |
-
"Fixed":
|
| 12 |
},
|
| 13 |
"direction": "Right",
|
| 14 |
"pad_to_multiple_of": null,
|
|
|
|
| 2 |
"version": "1.0",
|
| 3 |
"truncation": {
|
| 4 |
"direction": "Right",
|
| 5 |
+
"max_length": 256,
|
| 6 |
"strategy": "LongestFirst",
|
| 7 |
"stride": 0
|
| 8 |
},
|
| 9 |
"padding": {
|
| 10 |
"strategy": {
|
| 11 |
+
"Fixed": 256
|
| 12 |
},
|
| 13 |
"direction": "Right",
|
| 14 |
"pad_to_multiple_of": null,
|
tokenizer_config.json
CHANGED
|
@@ -1,940 +1,940 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_prefix_space": null,
|
| 3 |
-
"added_tokens_decoder": {
|
| 4 |
-
"0": {
|
| 5 |
-
"content": "<pad>",
|
| 6 |
-
"lstrip": false,
|
| 7 |
-
"normalized": false,
|
| 8 |
-
"rstrip": false,
|
| 9 |
-
"single_word": false,
|
| 10 |
-
"special": true
|
| 11 |
-
},
|
| 12 |
-
"1": {
|
| 13 |
-
"content": "</s>",
|
| 14 |
-
"lstrip": false,
|
| 15 |
-
"normalized": false,
|
| 16 |
-
"rstrip": false,
|
| 17 |
-
"single_word": false,
|
| 18 |
-
"special": true
|
| 19 |
-
},
|
| 20 |
-
"2": {
|
| 21 |
-
"content": "<unk>",
|
| 22 |
-
"lstrip": false,
|
| 23 |
-
"normalized": false,
|
| 24 |
-
"rstrip": false,
|
| 25 |
-
"single_word": false,
|
| 26 |
-
"special": true
|
| 27 |
-
},
|
| 28 |
-
"32000": {
|
| 29 |
-
"content": "<extra_id_99>",
|
| 30 |
-
"lstrip": false,
|
| 31 |
-
"normalized": false,
|
| 32 |
-
"rstrip": false,
|
| 33 |
-
"single_word": false,
|
| 34 |
-
"special": true
|
| 35 |
-
},
|
| 36 |
-
"32001": {
|
| 37 |
-
"content": "<extra_id_98>",
|
| 38 |
-
"lstrip": false,
|
| 39 |
-
"normalized": false,
|
| 40 |
-
"rstrip": false,
|
| 41 |
-
"single_word": false,
|
| 42 |
-
"special": true
|
| 43 |
-
},
|
| 44 |
-
"32002": {
|
| 45 |
-
"content": "<extra_id_97>",
|
| 46 |
-
"lstrip": false,
|
| 47 |
-
"normalized": false,
|
| 48 |
-
"rstrip": false,
|
| 49 |
-
"single_word": false,
|
| 50 |
-
"special": true
|
| 51 |
-
},
|
| 52 |
-
"32003": {
|
| 53 |
-
"content": "<extra_id_96>",
|
| 54 |
-
"lstrip": false,
|
| 55 |
-
"normalized": false,
|
| 56 |
-
"rstrip": false,
|
| 57 |
-
"single_word": false,
|
| 58 |
-
"special": true
|
| 59 |
-
},
|
| 60 |
-
"32004": {
|
| 61 |
-
"content": "<extra_id_95>",
|
| 62 |
-
"lstrip": false,
|
| 63 |
-
"normalized": false,
|
| 64 |
-
"rstrip": false,
|
| 65 |
-
"single_word": false,
|
| 66 |
-
"special": true
|
| 67 |
-
},
|
| 68 |
-
"32005": {
|
| 69 |
-
"content": "<extra_id_94>",
|
| 70 |
-
"lstrip": false,
|
| 71 |
-
"normalized": false,
|
| 72 |
-
"rstrip": false,
|
| 73 |
-
"single_word": false,
|
| 74 |
-
"special": true
|
| 75 |
-
},
|
| 76 |
-
"32006": {
|
| 77 |
-
"content": "<extra_id_93>",
|
| 78 |
-
"lstrip": false,
|
| 79 |
-
"normalized": false,
|
| 80 |
-
"rstrip": false,
|
| 81 |
-
"single_word": false,
|
| 82 |
-
"special": true
|
| 83 |
-
},
|
| 84 |
-
"32007": {
|
| 85 |
-
"content": "<extra_id_92>",
|
| 86 |
-
"lstrip": false,
|
| 87 |
-
"normalized": false,
|
| 88 |
-
"rstrip": false,
|
| 89 |
-
"single_word": false,
|
| 90 |
-
"special": true
|
| 91 |
-
},
|
| 92 |
-
"32008": {
|
| 93 |
-
"content": "<extra_id_91>",
|
| 94 |
-
"lstrip": false,
|
| 95 |
-
"normalized": false,
|
| 96 |
-
"rstrip": false,
|
| 97 |
-
"single_word": false,
|
| 98 |
-
"special": true
|
| 99 |
-
},
|
| 100 |
-
"32009": {
|
| 101 |
-
"content": "<extra_id_90>",
|
| 102 |
-
"lstrip": false,
|
| 103 |
-
"normalized": false,
|
| 104 |
-
"rstrip": false,
|
| 105 |
-
"single_word": false,
|
| 106 |
-
"special": true
|
| 107 |
-
},
|
| 108 |
-
"32010": {
|
| 109 |
-
"content": "<extra_id_89>",
|
| 110 |
-
"lstrip": false,
|
| 111 |
-
"normalized": false,
|
| 112 |
-
"rstrip": false,
|
| 113 |
-
"single_word": false,
|
| 114 |
-
"special": true
|
| 115 |
-
},
|
| 116 |
-
"32011": {
|
| 117 |
-
"content": "<extra_id_88>",
|
| 118 |
-
"lstrip": false,
|
| 119 |
-
"normalized": false,
|
| 120 |
-
"rstrip": false,
|
| 121 |
-
"single_word": false,
|
| 122 |
-
"special": true
|
| 123 |
-
},
|
| 124 |
-
"32012": {
|
| 125 |
-
"content": "<extra_id_87>",
|
| 126 |
-
"lstrip": false,
|
| 127 |
-
"normalized": false,
|
| 128 |
-
"rstrip": false,
|
| 129 |
-
"single_word": false,
|
| 130 |
-
"special": true
|
| 131 |
-
},
|
| 132 |
-
"32013": {
|
| 133 |
-
"content": "<extra_id_86>",
|
| 134 |
-
"lstrip": false,
|
| 135 |
-
"normalized": false,
|
| 136 |
-
"rstrip": false,
|
| 137 |
-
"single_word": false,
|
| 138 |
-
"special": true
|
| 139 |
-
},
|
| 140 |
-
"32014": {
|
| 141 |
-
"content": "<extra_id_85>",
|
| 142 |
-
"lstrip": false,
|
| 143 |
-
"normalized": false,
|
| 144 |
-
"rstrip": false,
|
| 145 |
-
"single_word": false,
|
| 146 |
-
"special": true
|
| 147 |
-
},
|
| 148 |
-
"32015": {
|
| 149 |
-
"content": "<extra_id_84>",
|
| 150 |
-
"lstrip": false,
|
| 151 |
-
"normalized": false,
|
| 152 |
-
"rstrip": false,
|
| 153 |
-
"single_word": false,
|
| 154 |
-
"special": true
|
| 155 |
-
},
|
| 156 |
-
"32016": {
|
| 157 |
-
"content": "<extra_id_83>",
|
| 158 |
-
"lstrip": false,
|
| 159 |
-
"normalized": false,
|
| 160 |
-
"rstrip": false,
|
| 161 |
-
"single_word": false,
|
| 162 |
-
"special": true
|
| 163 |
-
},
|
| 164 |
-
"32017": {
|
| 165 |
-
"content": "<extra_id_82>",
|
| 166 |
-
"lstrip": false,
|
| 167 |
-
"normalized": false,
|
| 168 |
-
"rstrip": false,
|
| 169 |
-
"single_word": false,
|
| 170 |
-
"special": true
|
| 171 |
-
},
|
| 172 |
-
"32018": {
|
| 173 |
-
"content": "<extra_id_81>",
|
| 174 |
-
"lstrip": false,
|
| 175 |
-
"normalized": false,
|
| 176 |
-
"rstrip": false,
|
| 177 |
-
"single_word": false,
|
| 178 |
-
"special": true
|
| 179 |
-
},
|
| 180 |
-
"32019": {
|
| 181 |
-
"content": "<extra_id_80>",
|
| 182 |
-
"lstrip": false,
|
| 183 |
-
"normalized": false,
|
| 184 |
-
"rstrip": false,
|
| 185 |
-
"single_word": false,
|
| 186 |
-
"special": true
|
| 187 |
-
},
|
| 188 |
-
"32020": {
|
| 189 |
-
"content": "<extra_id_79>",
|
| 190 |
-
"lstrip": false,
|
| 191 |
-
"normalized": false,
|
| 192 |
-
"rstrip": false,
|
| 193 |
-
"single_word": false,
|
| 194 |
-
"special": true
|
| 195 |
-
},
|
| 196 |
-
"32021": {
|
| 197 |
-
"content": "<extra_id_78>",
|
| 198 |
-
"lstrip": false,
|
| 199 |
-
"normalized": false,
|
| 200 |
-
"rstrip": false,
|
| 201 |
-
"single_word": false,
|
| 202 |
-
"special": true
|
| 203 |
-
},
|
| 204 |
-
"32022": {
|
| 205 |
-
"content": "<extra_id_77>",
|
| 206 |
-
"lstrip": false,
|
| 207 |
-
"normalized": false,
|
| 208 |
-
"rstrip": false,
|
| 209 |
-
"single_word": false,
|
| 210 |
-
"special": true
|
| 211 |
-
},
|
| 212 |
-
"32023": {
|
| 213 |
-
"content": "<extra_id_76>",
|
| 214 |
-
"lstrip": false,
|
| 215 |
-
"normalized": false,
|
| 216 |
-
"rstrip": false,
|
| 217 |
-
"single_word": false,
|
| 218 |
-
"special": true
|
| 219 |
-
},
|
| 220 |
-
"32024": {
|
| 221 |
-
"content": "<extra_id_75>",
|
| 222 |
-
"lstrip": false,
|
| 223 |
-
"normalized": false,
|
| 224 |
-
"rstrip": false,
|
| 225 |
-
"single_word": false,
|
| 226 |
-
"special": true
|
| 227 |
-
},
|
| 228 |
-
"32025": {
|
| 229 |
-
"content": "<extra_id_74>",
|
| 230 |
-
"lstrip": false,
|
| 231 |
-
"normalized": false,
|
| 232 |
-
"rstrip": false,
|
| 233 |
-
"single_word": false,
|
| 234 |
-
"special": true
|
| 235 |
-
},
|
| 236 |
-
"32026": {
|
| 237 |
-
"content": "<extra_id_73>",
|
| 238 |
-
"lstrip": false,
|
| 239 |
-
"normalized": false,
|
| 240 |
-
"rstrip": false,
|
| 241 |
-
"single_word": false,
|
| 242 |
-
"special": true
|
| 243 |
-
},
|
| 244 |
-
"32027": {
|
| 245 |
-
"content": "<extra_id_72>",
|
| 246 |
-
"lstrip": false,
|
| 247 |
-
"normalized": false,
|
| 248 |
-
"rstrip": false,
|
| 249 |
-
"single_word": false,
|
| 250 |
-
"special": true
|
| 251 |
-
},
|
| 252 |
-
"32028": {
|
| 253 |
-
"content": "<extra_id_71>",
|
| 254 |
-
"lstrip": false,
|
| 255 |
-
"normalized": false,
|
| 256 |
-
"rstrip": false,
|
| 257 |
-
"single_word": false,
|
| 258 |
-
"special": true
|
| 259 |
-
},
|
| 260 |
-
"32029": {
|
| 261 |
-
"content": "<extra_id_70>",
|
| 262 |
-
"lstrip": false,
|
| 263 |
-
"normalized": false,
|
| 264 |
-
"rstrip": false,
|
| 265 |
-
"single_word": false,
|
| 266 |
-
"special": true
|
| 267 |
-
},
|
| 268 |
-
"32030": {
|
| 269 |
-
"content": "<extra_id_69>",
|
| 270 |
-
"lstrip": false,
|
| 271 |
-
"normalized": false,
|
| 272 |
-
"rstrip": false,
|
| 273 |
-
"single_word": false,
|
| 274 |
-
"special": true
|
| 275 |
-
},
|
| 276 |
-
"32031": {
|
| 277 |
-
"content": "<extra_id_68>",
|
| 278 |
-
"lstrip": false,
|
| 279 |
-
"normalized": false,
|
| 280 |
-
"rstrip": false,
|
| 281 |
-
"single_word": false,
|
| 282 |
-
"special": true
|
| 283 |
-
},
|
| 284 |
-
"32032": {
|
| 285 |
-
"content": "<extra_id_67>",
|
| 286 |
-
"lstrip": false,
|
| 287 |
-
"normalized": false,
|
| 288 |
-
"rstrip": false,
|
| 289 |
-
"single_word": false,
|
| 290 |
-
"special": true
|
| 291 |
-
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| 717 |
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| 718 |
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| 731 |
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| 733 |
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| 739 |
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| 741 |
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| 749 |
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| 755 |
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| 757 |
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-
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| 762 |
-
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| 763 |
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| 764 |
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|
| 765 |
-
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|
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| 770 |
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| 771 |
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| 772 |
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| 773 |
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-
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| 779 |
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| 780 |
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| 781 |
-
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| 782 |
-
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-
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| 787 |
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| 789 |
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-
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| 794 |
-
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| 795 |
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| 797 |
-
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| 798 |
-
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| 799 |
-
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| 800 |
-
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| 802 |
-
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| 803 |
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| 805 |
-
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| 806 |
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-
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-
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| 810 |
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| 811 |
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| 812 |
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| 813 |
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| 814 |
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-
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| 818 |
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| 819 |
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| 821 |
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| 822 |
-
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-
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| 826 |
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| 827 |
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| 930 |
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| 940 |
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|
| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 10 |
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| 11 |
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| 15 |
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| 18 |
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| 19 |
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| 23 |
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| 24 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 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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| 66 |
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| 67 |
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| 68 |
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| 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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| 74 |
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| 75 |
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| 77 |
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| 78 |
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| 80 |
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| 82 |
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| 83 |
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| 85 |
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| 88 |
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| 90 |
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| 91 |
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| 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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| 98 |
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| 99 |
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| 100 |
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| 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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| 107 |
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| 108 |
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| 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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| 114 |
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| 115 |
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| 116 |
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| 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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| 122 |
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| 123 |
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| 124 |
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| 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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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 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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| 141 |
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| 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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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 151 |
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| 152 |
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| 153 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 176 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 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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| 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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| 196 |
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| 197 |
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| 198 |
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| 199 |
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|
| 638 |
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|
| 639 |
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|
| 640 |
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|
| 641 |
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|
| 642 |
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|
| 643 |
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|
| 644 |
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|
| 645 |
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|
| 646 |
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|
| 647 |
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|
| 648 |
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|
| 649 |
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|
| 650 |
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|
| 651 |
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|
| 652 |
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|
| 653 |
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|
| 654 |
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|
| 655 |
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| 657 |
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| 658 |
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| 659 |
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| 660 |
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| 661 |
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| 666 |
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|
| 667 |
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| 668 |
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| 669 |
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| 670 |
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| 673 |
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| 674 |
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| 675 |
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| 676 |
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| 682 |
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| 700 |
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| 720 |
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| 721 |
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| 722 |
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| 723 |
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| 724 |
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| 725 |
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| 726 |
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| 727 |
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| 728 |
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| 729 |
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|
| 730 |
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| 731 |
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| 732 |
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|
| 733 |
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|
| 734 |
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| 735 |
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| 736 |
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| 737 |
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| 738 |
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| 739 |
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| 740 |
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| 741 |
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| 742 |
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| 746 |
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| 747 |
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| 749 |
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| 750 |
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| 751 |
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| 755 |
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| 756 |
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| 757 |
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| 758 |
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| 759 |
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| 762 |
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| 764 |
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| 765 |
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| 766 |
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| 767 |
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| 768 |
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| 770 |
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| 772 |
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| 773 |
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| 775 |
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| 781 |
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| 848 |
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| 850 |
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| 851 |
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| 857 |
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| 858 |
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| 859 |
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| 860 |
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| 861 |
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| 862 |
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| 863 |
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| 864 |
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| 865 |
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| 866 |
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| 867 |
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| 868 |
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| 869 |
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| 870 |
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| 871 |
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| 872 |
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| 873 |
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| 874 |
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| 875 |
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| 876 |
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| 877 |
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| 878 |
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| 879 |
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| 880 |
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| 881 |
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| 882 |
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| 883 |
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| 884 |
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| 885 |
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| 886 |
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| 887 |
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| 888 |
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| 889 |
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| 890 |
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| 891 |
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| 892 |
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| 893 |
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| 894 |
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| 895 |
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| 896 |
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| 897 |
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| 898 |
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| 899 |
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| 900 |
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| 901 |
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| 902 |
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| 903 |
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| 904 |
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| 905 |
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| 906 |
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| 907 |
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| 908 |
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| 909 |
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| 910 |
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|
| 911 |
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| 912 |
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| 913 |
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| 914 |
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| 915 |
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| 916 |
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|
| 917 |
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"<extra_id_87>",
|
| 918 |
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|
| 919 |
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|
| 920 |
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|
| 921 |
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"<extra_id_91>",
|
| 922 |
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"<extra_id_92>",
|
| 923 |
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|
| 924 |
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"<extra_id_94>",
|
| 925 |
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|
| 926 |
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"<extra_id_96>",
|
| 927 |
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"<extra_id_97>",
|
| 928 |
+
"<extra_id_98>",
|
| 929 |
+
"<extra_id_99>"
|
| 930 |
+
],
|
| 931 |
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"clean_up_tokenization_spaces": false,
|
| 932 |
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"eos_token": "</s>",
|
| 933 |
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"extra_ids": 100,
|
| 934 |
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"extra_special_tokens": {},
|
| 935 |
+
"model_max_length": 512,
|
| 936 |
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"pad_token": "<pad>",
|
| 937 |
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"sp_model_kwargs": {},
|
| 938 |
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"tokenizer_class": "T5Tokenizer",
|
| 939 |
+
"unk_token": "<unk>"
|
| 940 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,526 @@
|
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