|
--- |
|
license: |
|
- apache-2.0 |
|
- bsd-3-clause |
|
tags: |
|
- summarization |
|
- summary |
|
- booksum |
|
- long-document |
|
- long-form |
|
datasets: |
|
- kmfoda/booksum |
|
metrics: |
|
- rouge |
|
inference: false |
|
base_model: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP12 |
|
model-index: |
|
- name: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP13 |
|
results: |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: samsum |
|
type: samsum |
|
config: samsum |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 24.4101 |
|
name: ROUGE-1 |
|
verified: true |
|
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|
- type: rouge |
|
value: 5.003 |
|
name: ROUGE-2 |
|
verified: true |
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|
- type: rouge |
|
value: 17.2544 |
|
name: ROUGE-L |
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verified: true |
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|
- type: rouge |
|
value: 20.9183 |
|
name: ROUGE-LSUM |
|
verified: true |
|
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|
- type: loss |
|
value: 3.194674015045166 |
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name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzRiYmRiYjFkZDhlNGIwYTg3NDUwZTEzZjc5MjllNmJmODQ1YzBjNDM4MzQwNmMzNmNkMzk5N2M2MzZlOWY4MyIsInZlcnNpb24iOjF9._YJqPY9p_N2n7UxAkTeGenH1sVAkC_Z5HzZ6NbzlQoa8-RXTfbEPLw7fSKmlsGNyZxj7L_Bs4COIWzwAMxZSAA |
|
- type: gen_len |
|
value: 58.9951 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDJhYzU2Zjg4ZmIyOGRmNTU4MDM2NGZiNzc0NDk3YzZkOTQwMWMwNjMzZDQzZTZiZjk4ZDdmMmI2ODRkYjk3OCIsInZlcnNpb24iOjF9.MG1rcM_qpUhQmAYrsBxyNpcLUrPZw6V_uzYzDAo01kQyZEwJClWgMRVgpsSEnY93Mlu1445QLxkJEByUrfD3BQ |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: billsum |
|
type: billsum |
|
config: default |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 37.3648 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWU4ZmZmYzllMzQxM2I4YTUxMjkwYjEzNDk1NjRlYjJiZjYyYWNiNzM4ODMxMGJjMzdhYjFhMzhlNTE5YmYyMiIsInZlcnNpb24iOjF9.9NTlO_5zLC8Y3mkwstviPb9WmMqPmXfWfEN0yONA6WYhh1jPy0gECEb5uF0G6wBMhTPDTqGMWOYIAF2vMeNbDA |
|
- type: rouge |
|
value: 12.3316 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTJhZTcxMDc5ODljMDBjYzFmYWIzNTA4M2NiZDUwYTMwNTVjZTUyZTU2M2IwYWE2YjkzMzMzMjg1MDU1OWE1NSIsInZlcnNpb24iOjF9.FRsoRao8qj6A8W7OeIVAoZCEc1HCZEzmKOs0CPkUceF19pk1ngaXt5K6kcPJ-5fYJydtfSuSnuG3aqlOEJeYDQ |
|
- type: rouge |
|
value: 22.075 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2FjNTMxMGYyNjgyNjk2YTQwZjM4MTM4Yjg0MTkyN2RmNDE5YTU5ZDNkZDFhZDM2YWRlNDI4M2JlMWYxNDQ3ZCIsInZlcnNpb24iOjF9.wsLUEYGJyMSJPPclOzb1hcRdE-VrZex2Sd5er_XVbe6bY1cRO5DdIn69sE9hmAcltefu4ikpHu2ihbv7qvj4Aw |
|
- type: rouge |
|
value: 31.1679 |
|
name: ROUGE-LSUM |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTUyODVkZGIxYzMyZDczNzU5YjVkNTliZmM4ZTdiYWE2ZjJhNGM3ZDgzMWE3ZjA2MDBhZWQ1ZGY1YzNmZDMwNiIsInZlcnNpb24iOjF9.fPgMnnXY5oPdCn1STZ0HwUiil8OlLZ8ZWZZav_chDIQ7Kh1RKeLy0EG2vEhrB6IlyP7uZ3RmdT9VHM1_khrEAw |
|
- type: loss |
|
value: 2.745267391204834 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ2NDVmODI2ZTQyNmVjZjRkZDdlMTdiODBkZTlkNTFkODBjNjViMTZhMDVkYTkwYWIyNDFkZWZhZmJhODEwMyIsInZlcnNpb24iOjF9.9JWTqdGEhztS--N8grHY6q2a8taVu65Lr17ocXgudp4imhqr9Bhau2X2G5SLN7c1oYieKtyKcWdDAmVzHyTbDw |
|
- type: gen_len |
|
value: 157.3126 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWNiODFmMWQ1ZTkzZGNjNDkwM2ZiZjJlZmQ3N2ExNWJhYmUxYWM2ZGNiYzlhYTY5Y2RhOGVlZDhmN2ZmODQwYSIsInZlcnNpb24iOjF9.sRA9iBS4vzFDZtwM4Vs6Kevj3eiTkS5akApUWTZBCt58YSW8mpoKqsWcnQFEjDCCec-FfV_451OLIetcmDZiCA |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: xsum |
|
type: xsum |
|
config: default |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 18.2975 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjJhMjQ0Yzc4ZmNkOWI5YjhmOTlmOTA4MTE0NWM4NGRlNjE0NDIwOTY2ZmQyNjA0ZmE5MjM2YjAyZDZiNWFkNiIsInZlcnNpb24iOjF9.2UJ48OcezjnfMC0dGjksZpAiXRGNAOHniHdN-tQmQPo0vXwRYNTyPrVULnVoBZUvSdycTYvjl0jDKNhZmtGfCA |
|
- type: rouge |
|
value: 2.6806 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTlkMmQwZTRmN2JlOTQ0N2I0YjdhOTBmYmU3MzEwNzE2ZjFiOTM4OWMyMWRhNmZjNTBkZWY5OGMwYTZhZDRhYSIsInZlcnNpb24iOjF9.7D-IR1aBxx1goOkbeA3Tzd1Wu0Zfi0yQVSG8HWSboM7J67TBHblFsFCVJE7Z2wZRbBW4WtuDIGAcl1d1_Wu_Aw |
|
- type: rouge |
|
value: 11.9453 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGZjNmY5NmU5ODBmMDQyMjhhNzY3NzBlNDEyMTE3NjY1ZmRkZDZkZWI1YTA0ZTA0NzU1MjMzOTNjZDA3YWM1MCIsInZlcnNpb24iOjF9.SlI42pwrWc_OlcBKOPtrYNzvK_DUk6IJlzrrtjvkZX7k1S7bguekAV-_rWHfn_82k8rJ1FQAReasGHu1dZ0aBw |
|
- type: rouge |
|
value: 14.2121 |
|
name: ROUGE-LSUM |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2E2MGE0MTQ1YmU0MTJkOWY3ZDhhODIwYWNhNTE3YWJkZTFhYzM1ZjBmNGExODIzYmU2YzE1ODg4ZjdhZWMwMiIsInZlcnNpb24iOjF9.K5FEsZtSph0FqF5zwetkE-X5AKOlj5g_02DPdl-kEe1azKrBBZy9sDiS0WfIGfwHiRdNvKGKi8t3PAGPsfQwCQ |
|
- type: loss |
|
value: 4.836681365966797 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzhlYjA0YzZmYjdmYWQwNDFhNzIzYWNkYzM4OGFlOWJiY2EzYTkxYjk3ZmJmNGQyMGE1ZmYzMDU2MzhhMmVkMiIsInZlcnNpb24iOjF9.uHYwqPBg6K63exBvqt__c82gKi52OhPTRSrcIKHOECCmoXJLJKgFJCuIXGWMJ7UP4HG375e9uqunJB0XwC20DA |
|
- type: gen_len |
|
value: 96.2584 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjNjYzQzNmM5NTY2YzVhNzRkZjMxMzhiYTU1MDBiOGZkYjA4YTg0MmQzYzQ3YTk3N2YwMDA5MWNlM2Y4YTFmZiIsInZlcnNpb24iOjF9.dirG9kG6OdNi-YEMWHv0UMrHTjEt6VS9i6fRbbUeZd1OoP2fl6XcKoDIk6Us-cdiyVnCyyhWsMNsUufMAqLtDA |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: launch/gov_report |
|
type: launch/gov_report |
|
config: plain_text |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 37.3609 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGExYjM5ODRiNThlZTU4ZTdhM2ZlZWRlNTgzNzc3N2ZjODk2ZjdlOGZlMDkzNmU2Yjk1NzQzZjQ5YzkwODllMCIsInZlcnNpb24iOjF9.JQIeaQkG-IlinWoyc6FKJZUgpWfqOsDhludqm5MgVsw68gsjo0nSPp_Y_1q26Y4dulZOLlQLyBAm3mlCA8s5Ag |
|
- type: rouge |
|
value: 8.6943 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWFjNzJkMzViOGM5YWQ0OGQ4ZTg3NTE5MzU1MjZkZjZiZmVkYTk0ZDhkYjAxMjZiZDVkZTYyYjk4MzRjNTQ3YiIsInZlcnNpb24iOjF9.9XJZ2UF6XyZNNrtp-XOEXC6etoDOFLq1xlIoMFEM9Jinisq3kWguXBiqPQWImLKra5WBm7jU_QIX-Fvn8sP-DA |
|
- type: rouge |
|
value: 17.9106 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQ1MTdmNThiM2FiOGRmZWRmOTNlYWMwYTU1YjRiNTRlMGEwYjBmMmQ0YjQ4MDBhNzMzZmZkNjk3NjU0YzRhMSIsInZlcnNpb24iOjF9.040nGV6pig0Rzq9vkN83ZVWQzyjcVi13L36v0QF-Nhziol_dPPhuvghTlGWXWHwj6amsKzyh8M7rNfwL2TcsAQ |
|
- type: rouge |
|
value: 33.8022 |
|
name: ROUGE-LSUM |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDYwOGRmYzg4ODc2NDExNjhhMjI5MDg3MjI0YTQ5ZDRhM2NjN2Q2ZjM5YTIwZDIxNmY3Y2JlMmMxYTE5MDE4ZiIsInZlcnNpb24iOjF9.S1nynUjLz7z4gf-0WFfPs-ZuZubhN9kXyVSrYNzOdT2gTJmByQWasKreZkVSWus-HNAHR8DhzL6UUWxuDMmAAQ |
|
- type: loss |
|
value: 3.4974069595336914 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzkyNmU5NTRhMTkxNjA1M2E1MjdiMTE0MzQyMDc4ODBkNmM1NDg1ZDk4OTNjODk2MThlZGZiYzQxOGE1YzgwMiIsInZlcnNpb24iOjF9.H9Oo0VKvcqAHcVNvjeEPEhQe5HP0v614suyCv75tfFGaPSKTIe3UlBNDdGOtqfUxb2zUNaBQ8MkA66C_Fkq6CA |
|
- type: gen_len |
|
value: 243.3453 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWE1MGQzMDc2NDViOGM5ZmVkZjk0NmY0NzliOTBhMmE3NmY5MmUxMTI3NGE2OTQzM2Y1NjdmN2NlZGFlODFlYiIsInZlcnNpb24iOjF9.635fcTp_czTabJUVR_dwpzdkntb4cxEbODAC9MMTKrLKEf9NHqDBJXQ-nBOieW05iCSYzw_tEi8O-QW-sRxDAw |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: kmfoda/booksum |
|
type: kmfoda/booksum |
|
config: kmfoda--booksum |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 35.2043 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTRlZTdjZDRlZGMxYzA2NmRkYjBiMzZkY2Q1ODUyYjJkM2QwOTRmMzA3ZmU5MDI5ZmM1MmZkZDUwNzc0NjhmNyIsInZlcnNpb24iOjF9.zrskApkmkhbfQLtlgjf_n6i3WmZcmkDH7Sd-JTzOYAU3yk1_Zl4paGdmpXvyQY48M71qWsBYtEKkhnzrkvCGBA |
|
- type: rouge |
|
value: 5.746 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2FlMjU2MzU1MTljZjM0ZmFhMmJlZDAxMTcwZDk3YWE5NjVjYjE0YmEyMTgzY2UyMTVmZDY5ZWM1YmM1ZDA5NSIsInZlcnNpb24iOjF9.5nDuOwa98pon3VW1TazB2Vw1uJgh6pfFMorzgLMJFvhgwYz6_MvLR1dDUeffP4eyw7rGZjBmf039AM7CyKEgCg |
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|
value: 15.6794 |
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name: ROUGE-L |
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verified: true |
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value: 32.1129 |
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name: ROUGE-LSUM |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzdhNWE1YjRjNGUzYWYyNzM4MjIyYThiODJhODU2OGVlOTYxOGNhZmQ4Mjk2ZDUwNmU0MGQwNjQ5NTk2MzU4ZiIsInZlcnNpb24iOjF9.5yvTmPktBuyzoVNHn7UHcci3OrZLTm7e9d_lQkJq8UwzUuso1wHoy_gdvnvpn2DvUfdcBi5sXgG4mtFnVnGgBw |
|
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|
value: 2.945225238800049 |
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name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTgxNGRiN2RkMzQ5MjI2OGI0MTljZTY5ZDQyMzc5MjhmNzdhZWQ2NmJhYTgzOTRlMGY2YzkzZWE2NzVkYzVmNCIsInZlcnNpb24iOjF9.VkkP4-S6ZoozLj-iuY7tdsrSR0q1JLQXfgPv_0u2sJuv6x9RYMdCpfJHbqYbirV63b9w28USSwaAAMnz-LoJAA |
|
- type: gen_len |
|
value: 307.5493 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmQ1YTgxYmRhYWViYjhhNmYzNjdlYzVhMTNmZTBkY2RiOTRlMTUzNTIzY2RjOTNhMjRmNGRmYjQyNTBmZWRiMiIsInZlcnNpb24iOjF9.7ItU-AQXB4EEj9U9kJceteBQbA5MkZoegeLhCdpZepEaXzqr6Zg3yHLCD9zL_6Svb9uxuin678KOT5Zf-2YWCQ |
|
--- |
|
|
|
|
|
# long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP13 |
|
|
|
> Evaluating some metric results before merging with the "main" wip version |
|
|
|
This model is a fine-tuned version of [pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP12](https://huggingface.co/pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP12) on the `kmfoda/booksum`. |
|
|
|
The "base" checkpoint that I update when a training session is productive is [here](https://huggingface.co/pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP) |
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|
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|
|
## Model description |
|
|
|
More information needed |
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## Intended uses & limitations |
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|
More information needed |
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|
## Training and evaluation data |
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|
|
More information needed |
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|
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## Training procedure |
|
|
|
### Training hyperparameters |
|
|
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The following hyperparameters were used during training: |
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- learning_rate: 0.0006 |
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- train_batch_size: 2 |
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- eval_batch_size: 1 |
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- seed: 42 |
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- distributed_type: multi-GPU |
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- gradient_accumulation_steps: 64 |
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- total_train_batch_size: 128 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: cosine |
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- lr_scheduler_warmup_ratio: 0.01 |
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- num_epochs: 1.1 |
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### Framework versions |
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- Transformers 4.21.2 |
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- Pytorch 1.10.0+cu113 |
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- Datasets 2.4.0 |
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- Tokenizers 0.12.1 |
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