Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +36 -0
- config.json +124 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +110 -0
- spiece.model +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +118 -0
.gitattributes
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@@ -32,3 +32,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.bin.* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- autotrain
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- summarization
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language:
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- en
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widget:
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- text: "I love AutoTrain 🤗"
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datasets:
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- Kaludi/autotrain-data-quik-sum
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co2_eq_emissions:
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emissions: 460.6785690944488
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---
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# Model Trained Using AutoTrain
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- Problem type: Summarization
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- Model ID: 3280991391
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- CO2 Emissions (in grams): 460.6786
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## Validation Metrics
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- Loss: 1.629
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- Rouge1: 41.066
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- Rouge2: 19.231
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- RougeL: 28.295
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- RougeLsum: 37.746
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- Gen Len: 98.873
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## Usage
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You can use cURL to access this model:
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```
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$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/Kaludi/autotrain-quik-sum-3280991391
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```
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config.json
ADDED
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{
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"_name_or_path": "AutoTrain",
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"activation_dropout": 0.1,
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"activation_function": "relu",
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"add_bias_logits": false,
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"add_final_layer_norm": true,
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"architectures": [
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"PegasusForConditionalGeneration"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 1024,
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"decoder_attention_heads": 16,
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"decoder_ffn_dim": 4096,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 16,
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"decoder_start_token_id": 0,
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"dropout": 0.1,
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"encoder_attention_heads": 16,
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"encoder_ffn_dim": 4096,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 16,
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"eos_token_id": 1,
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"extra_pos_embeddings": 1,
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"force_bos_token_to_be_generated": false,
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"forced_eos_token_id": 1,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024,
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"model_type": "pegasus",
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"normalize_before": true,
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"normalize_embedding": false,
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"num_beams": 8,
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"num_hidden_layers": 16,
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"pad_token_id": 0,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"task_specific_params": {
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"summarization_aeslc": {
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"length_penalty": 0.6,
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"max_length": 32,
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"max_position_embeddings": 512
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},
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"summarization_arxiv": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_big_patent": {
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"length_penalty": 0.7,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_billsum": {
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"length_penalty": 0.6,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_cnn_dailymail": {
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"length_penalty": 0.8,
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"max_length": 128,
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"max_position_embeddings": 1024
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},
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"summarization_gigaword": {
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"length_penalty": 0.6,
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"max_length": 32,
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"max_position_embeddings": 128
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},
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"summarization_large": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_multi_news": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_newsroom": {
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"length_penalty": 0.8,
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"max_length": 128,
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"max_position_embeddings": 512
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},
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"summarization_pubmed": {
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"length_penalty": 0.8,
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"max_length": 256,
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"max_position_embeddings": 1024
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},
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"summarization_reddit_tifu": {
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"length_penalty": 0.6,
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"max_length": 128,
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"max_position_embeddings": 512
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},
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"summarization_wikihow": {
|
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"length_penalty": 0.6,
|
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"max_length": 256,
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"max_position_embeddings": 512
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},
|
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"summarization_xsum": {
|
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"length_penalty": 0.8,
|
116 |
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"max_length": 64,
|
117 |
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"max_position_embeddings": 512
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}
|
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},
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"torch_dtype": "float32",
|
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"transformers_version": "4.25.1",
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"use_cache": true,
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"vocab_size": 96103
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:5bdd3074cbf779f9fec306d91cc22ee41b9f6122a9a6e443f2692d7620e1968f
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size 2283804653
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special_tokens_map.json
ADDED
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{
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"additional_special_tokens": [
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"<mask_1>",
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"<unk_2>",
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"<unk_3>",
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"<unk_4>",
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"<unk_102>"
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],
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"eos_token": "</s>",
|
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"mask_token": "<mask_2>",
|
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"pad_token": "<pad>",
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"unk_token": "<unk>"
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}
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spiece.model
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
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size 1912529
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:3437b69cfccfc4c8b3f2d1818d9cf853ed2b4a419ddb024d76d6d8fd3584b113
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size 6603229
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tokenizer_config.json
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