Upload folder using huggingface_hub
Browse files- README.md +37 -0
- added_tokens.json +237 -0
- checkpoint-1144/config.json +90 -0
- checkpoint-1144/model.safetensors +3 -0
- checkpoint-1144/optimizer.pt +3 -0
- checkpoint-1144/rng_state.pth +3 -0
- checkpoint-1144/scheduler.pt +3 -0
- checkpoint-1144/trainer_state.json +170 -0
- checkpoint-1144/training_args.bin +3 -0
- config.json +90 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1937 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- secdisclosure-28l/autotrain-data
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.46745064854621887
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f1_macro: 0.8387454620589124
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f1_micro: 0.8479020979020979
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f1_weighted: 0.839048143374511
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precision_macro: 0.8497877221797597
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precision_micro: 0.8479020979020979
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precision_weighted: 0.849814874011776
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recall_macro: 0.8473639455782312
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recall_micro: 0.8479020979020979
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recall_weighted: 0.8479020979020979
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accuracy: 0.8479020979020979
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added_tokens.json
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{
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"+/-": 50403,
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"2021": 50328,
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"2030": 50417,
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"soils": 50448,
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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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"thermal": 50365,
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"towards": 50409,
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"transition": 50344,
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"transport": 50352,
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"trees": 50478,
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|
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|
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|
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"–": 50300,
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"’": 50267,
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"“": 50305,
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"”": 50488,
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"•": 50324
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}
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checkpoint-1144/config.json
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{
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"_name_or_path": "climatebert/distilroberta-base-climate-f",
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"_num_labels": 28,
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Adoption of Transition Plan",
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"1": "Adoption of scenario analysis",
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"2": "Board's oversight",
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"3": "Board's oversight of climate-related targets and goals",
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"4": "Climate Risk Identification and Assessment",
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"5": "Climate risk management and integration",
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"6": "Climate risks Materiality (ex. Material financial impact of climate-related risks)",
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"7": "Emissions. Scope 1",
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"8": "Emissions. Scope 2",
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"9": "GHG Methodology",
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"10": "Identified impacts as part of business strategy",
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"11": "Impacts on business operations",
|
28 |
+
"12": "Impacts on expenditure for research and development",
|
29 |
+
"13": "Impacts on mitigation and adaptation activities",
|
30 |
+
"14": "Impacts on products and services",
|
31 |
+
"15": "Impacts on suppliers and other parties in registrant's value chain",
|
32 |
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"16": "Internal carbon price and Carbon pricing as a measure of climate risk",
|
33 |
+
"17": "Management Oversight Process",
|
34 |
+
"18": "Management's Oversight and Expertise",
|
35 |
+
"19": "Physical climate risks",
|
36 |
+
"20": "Plan on how to achieve the targets",
|
37 |
+
"21": "Progress on achieving climate-related targets",
|
38 |
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"22": "Reporting to Board",
|
39 |
+
"23": "Targets as a part of the business model",
|
40 |
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"24": "Time Horizons of Risks",
|
41 |
+
"25": "Transition risks",
|
42 |
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"26": "Transition's Plan Cost",
|
43 |
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"27": "Use of carbon offsets"
|
44 |
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},
|
45 |
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|
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"intermediate_size": 3072,
|
47 |
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|
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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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|
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|
55 |
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|
56 |
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|
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|
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|
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|
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|
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|
62 |
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|
63 |
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"Impacts on suppliers and other parties in registrant's value chain": 15,
|
64 |
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|
65 |
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"Management Oversight Process": 17,
|
66 |
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"Management's Oversight and Expertise": 18,
|
67 |
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|
68 |
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"Plan on how to achieve the targets": 20,
|
69 |
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"Progress on achieving climate-related targets": 21,
|
70 |
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"Reporting to Board": 22,
|
71 |
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"Targets as a part of the business model": 23,
|
72 |
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"Time Horizons of Risks": 24,
|
73 |
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"Transition risks": 25,
|
74 |
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"Transition's Plan Cost": 26,
|
75 |
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"Use of carbon offsets": 27
|
76 |
+
},
|
77 |
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"layer_norm_eps": 1e-05,
|
78 |
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"max_position_embeddings": 514,
|
79 |
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"model_type": "roberta",
|
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"num_attention_heads": 12,
|
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"num_hidden_layers": 6,
|
82 |
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"pad_token_id": 1,
|
83 |
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"position_embedding_type": "absolute",
|
84 |
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"problem_type": "single_label_classification",
|
85 |
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"torch_dtype": "float32",
|
86 |
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"transformers_version": "4.39.0",
|
87 |
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"type_vocab_size": 1,
|
88 |
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"use_cache": true,
|
89 |
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"vocab_size": 50500
|
90 |
+
}
|
merges.txt
ADDED
The diff for this file is too large to render.
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|
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:51e90db54da89e3c195ef43e3c35a17d4f0ec569a431cc4a91220dd9cb78c7cd
|
3 |
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size 329294176
|
special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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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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|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,1937 @@
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|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"0": {
|
5 |
+
"content": "<s>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": false,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"1": {
|
13 |
+
"content": "<pad>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": false,
|
16 |
+
"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"2": {
|
21 |
+
"content": "</s>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": false,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
},
|
28 |
+
"3": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": false,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false,
|
34 |
+
"special": true
|
35 |
+
},
|
36 |
+
"50264": {
|
37 |
+
"content": "<mask>",
|
38 |
+
"lstrip": true,
|
39 |
+
"normalized": false,
|
40 |
+
"rstrip": false,
|
41 |
+
"single_word": false,
|
42 |
+
"special": true
|
43 |
+
},
|
44 |
+
"50265": {
|
45 |
+
"content": "CO2",
|
46 |
+
"lstrip": false,
|
47 |
+
"normalized": true,
|
48 |
+
"rstrip": false,
|
49 |
+
"single_word": false,
|
50 |
+
"special": false
|
51 |
+
},
|
52 |
+
"50266": {
|
53 |
+
"content": "emissions",
|
54 |
+
"lstrip": false,
|
55 |
+
"normalized": true,
|
56 |
+
"rstrip": false,
|
57 |
+
"single_word": false,
|
58 |
+
"special": false
|
59 |
+
},
|
60 |
+
"50267": {
|
61 |
+
"content": "’",
|
62 |
+
"lstrip": false,
|
63 |
+
"normalized": true,
|
64 |
+
"rstrip": false,
|
65 |
+
"single_word": false,
|
66 |
+
"special": false
|
67 |
+
},
|
68 |
+
"50268": {
|
69 |
+
"content": "temperature",
|
70 |
+
"lstrip": false,
|
71 |
+
"normalized": true,
|
72 |
+
"rstrip": false,
|
73 |
+
"single_word": false,
|
74 |
+
"special": false
|
75 |
+
},
|
76 |
+
"50269": {
|
77 |
+
"content": "environmental",
|
78 |
+
"lstrip": false,
|
79 |
+
"normalized": true,
|
80 |
+
"rstrip": false,
|
81 |
+
"single_word": false,
|
82 |
+
"special": false
|
83 |
+
},
|
84 |
+
"50270": {
|
85 |
+
"content": "soil",
|
86 |
+
"lstrip": false,
|
87 |
+
"normalized": true,
|
88 |
+
"rstrip": false,
|
89 |
+
"single_word": false,
|
90 |
+
"special": false
|
91 |
+
},
|
92 |
+
"50271": {
|
93 |
+
"content": "increase",
|
94 |
+
"lstrip": false,
|
95 |
+
"normalized": true,
|
96 |
+
"rstrip": false,
|
97 |
+
"single_word": false,
|
98 |
+
"special": false
|
99 |
+
},
|
100 |
+
"50272": {
|
101 |
+
"content": "conditions",
|
102 |
+
"lstrip": false,
|
103 |
+
"normalized": true,
|
104 |
+
"rstrip": false,
|
105 |
+
"single_word": false,
|
106 |
+
"special": false
|
107 |
+
},
|
108 |
+
"50273": {
|
109 |
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1050 |
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1051 |
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},
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1052 |
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1053 |
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1054 |
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1055 |
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1056 |
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1057 |
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1058 |
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1059 |
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},
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1060 |
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1061 |
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1062 |
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1063 |
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1064 |
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1066 |
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1067 |
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},
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1068 |
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1069 |
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1070 |
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1071 |
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1072 |
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1073 |
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1074 |
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1075 |
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},
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1076 |
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1077 |
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1078 |
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1079 |
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1080 |
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1081 |
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1082 |
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1083 |
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},
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1084 |
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1085 |
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1086 |
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1087 |
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1088 |
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1089 |
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1090 |
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1091 |
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},
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1092 |
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1093 |
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1094 |
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1095 |
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1096 |
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1097 |
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1098 |
+
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1099 |
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},
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1100 |
+
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|
1101 |
+
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1102 |
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1103 |
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1104 |
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1105 |
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1106 |
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"special": false
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1107 |
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},
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1108 |
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1109 |
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"content": "materials",
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1110 |
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1111 |
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1112 |
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1113 |
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1114 |
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"special": false
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1115 |
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},
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1116 |
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1117 |
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1118 |
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1119 |
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1120 |
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1121 |
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1122 |
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1123 |
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},
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1124 |
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1125 |
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1126 |
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1127 |
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1128 |
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1129 |
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1130 |
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1131 |
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},
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1132 |
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1133 |
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1134 |
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1135 |
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1136 |
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1137 |
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1138 |
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1139 |
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},
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1140 |
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|
1141 |
+
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1142 |
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1143 |
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1144 |
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1145 |
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1146 |
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1147 |
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},
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1148 |
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1149 |
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1150 |
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1151 |
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1152 |
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1153 |
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1154 |
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"special": false
|
1155 |
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},
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1156 |
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1157 |
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1158 |
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1159 |
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1160 |
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1161 |
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1162 |
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"special": false
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1163 |
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},
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1164 |
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1165 |
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1166 |
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1167 |
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1168 |
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1169 |
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1170 |
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"special": false
|
1171 |
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},
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1172 |
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"50406": {
|
1173 |
+
"content": "forests",
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1174 |
+
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1175 |
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1176 |
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1177 |
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1178 |
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1179 |
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},
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1180 |
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|
1181 |
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1182 |
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1183 |
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1184 |
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1185 |
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1186 |
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1187 |
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},
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1188 |
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1189 |
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1190 |
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1191 |
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1192 |
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1193 |
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1194 |
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1195 |
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},
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1196 |
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1197 |
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1198 |
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1199 |
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1200 |
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1201 |
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1202 |
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1203 |
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},
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1204 |
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1205 |
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"content": "Committee",
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1206 |
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1207 |
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1208 |
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1209 |
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1210 |
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1211 |
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},
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1212 |
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1213 |
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1214 |
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1215 |
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1216 |
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1217 |
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1218 |
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1219 |
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},
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1220 |
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1221 |
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1222 |
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1223 |
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1224 |
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1225 |
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1226 |
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1227 |
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},
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1228 |
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1229 |
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1230 |
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1231 |
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1232 |
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1233 |
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1234 |
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1235 |
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},
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1236 |
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|
1237 |
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1238 |
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1239 |
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1240 |
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1241 |
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1242 |
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"special": false
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1243 |
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},
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1244 |
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1245 |
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1246 |
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1247 |
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1248 |
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1249 |
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1250 |
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1251 |
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},
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1252 |
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1253 |
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1254 |
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1255 |
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1256 |
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1257 |
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1258 |
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1259 |
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},
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1260 |
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1261 |
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1262 |
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1263 |
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1264 |
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1265 |
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1266 |
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1267 |
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},
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1268 |
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1269 |
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1270 |
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1271 |
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1272 |
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1273 |
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1274 |
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"special": false
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1275 |
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},
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1276 |
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1277 |
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1278 |
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1279 |
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1280 |
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1281 |
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1282 |
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1283 |
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},
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1284 |
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|
1285 |
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1286 |
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1287 |
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1288 |
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1289 |
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1290 |
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1291 |
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},
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1292 |
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"50421": {
|
1293 |
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"content": "scenario",
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1294 |
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1295 |
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1296 |
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1297 |
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1298 |
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"special": false
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1299 |
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},
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1300 |
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"50422": {
|
1301 |
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"content": "measurements",
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1302 |
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|
1303 |
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1304 |
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1305 |
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1306 |
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"special": false
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1307 |
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},
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1308 |
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1309 |
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1310 |
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1311 |
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1312 |
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1313 |
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1314 |
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"special": false
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1315 |
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},
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1316 |
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1317 |
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"content": "fuels",
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1318 |
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1319 |
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1320 |
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1321 |
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1322 |
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"special": false
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1323 |
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},
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1324 |
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1325 |
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"content": "infrastructure",
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1326 |
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1327 |
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1328 |
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1329 |
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1330 |
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"special": false
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1331 |
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},
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1332 |
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1333 |
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1334 |
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1335 |
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1336 |
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1337 |
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1338 |
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1339 |
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},
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1340 |
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1341 |
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1342 |
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1343 |
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1344 |
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1345 |
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1346 |
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"special": false
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1347 |
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},
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1348 |
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1349 |
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1350 |
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1351 |
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1352 |
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1353 |
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1354 |
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1355 |
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},
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1356 |
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1357 |
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1358 |
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1359 |
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1360 |
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1361 |
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1362 |
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"special": false
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1363 |
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},
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1364 |
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1365 |
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1366 |
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1367 |
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1368 |
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1369 |
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1370 |
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"special": false
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1371 |
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},
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1372 |
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|
1373 |
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"content": "diversity",
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1374 |
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|
1375 |
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"normalized": true,
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1376 |
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1377 |
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1378 |
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1379 |
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},
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1380 |
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|
1381 |
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1382 |
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|
1383 |
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1384 |
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1385 |
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1386 |
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1387 |
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},
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1388 |
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|
1389 |
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"content": "delta",
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1390 |
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1391 |
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1392 |
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1393 |
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1394 |
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1395 |
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},
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1396 |
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1397 |
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1398 |
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1399 |
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1400 |
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1401 |
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1402 |
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|
1403 |
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},
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1404 |
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1405 |
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1406 |
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1407 |
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1408 |
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1409 |
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1410 |
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1411 |
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},
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1412 |
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|
1413 |
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1414 |
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1415 |
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1416 |
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1417 |
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1418 |
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1419 |
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},
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1420 |
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|
1421 |
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"content": "achieve",
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1422 |
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|
1423 |
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1424 |
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1425 |
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1426 |
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1427 |
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},
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1428 |
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1429 |
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1430 |
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1431 |
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1432 |
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1433 |
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1434 |
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1435 |
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},
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1436 |
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1437 |
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1438 |
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1439 |
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1440 |
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1441 |
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1442 |
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1443 |
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},
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1444 |
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|
1445 |
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1446 |
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1447 |
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1448 |
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1449 |
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1450 |
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"special": false
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1451 |
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1452 |
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1453 |
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1454 |
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1455 |
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1456 |
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1457 |
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1458 |
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1459 |
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1460 |
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1461 |
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1462 |
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1463 |
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1464 |
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1465 |
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1466 |
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1467 |
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1468 |
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1469 |
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1470 |
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1471 |
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1472 |
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1473 |
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1474 |
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1475 |
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1476 |
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1477 |
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1478 |
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1479 |
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1480 |
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1481 |
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1482 |
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1483 |
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1484 |
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1485 |
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1486 |
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1487 |
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1488 |
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1489 |
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1490 |
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1491 |
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1492 |
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1493 |
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1494 |
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1495 |
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1496 |
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1497 |
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1498 |
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|
training_args.bin
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:b3e2d50bae0a3da1de925ff4936870e27ceef9ce298c19dbead054fd59b6e394
|
3 |
+
size 4920
|
training_params.json
ADDED
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{
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"data_path": "secdisclosure-28l/autotrain-data",
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"model": "climatebert/distilroberta-base-climate-f",
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"lr": 0.0001,
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"epochs": 5,
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"max_seq_length": 512,
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"batch_size": 8,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "cosine",
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"weight_decay": 0.01,
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": 100,
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"project_name": "secdisclosure-28l",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"save_strategy": "epoch",
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"push_to_hub": true,
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"repo_id": "lomov/secdisclosure-28l",
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"evaluation_strategy": "epoch",
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"username": "lomov",
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"log": "none"
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}
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vocab.json
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