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--- |
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license: |
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- apache-2.0 |
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- bsd-3-clause |
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tags: |
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- summarization |
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- summary |
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- booksum |
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- long-document |
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- long-form |
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datasets: |
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- kmfoda/booksum |
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metrics: |
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- rouge |
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inference: false |
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base_model: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP13 |
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model-index: |
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- name: pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP15 |
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results: |
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- task: |
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type: summarization |
|
name: Summarization |
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dataset: |
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name: samsum |
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type: samsum |
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config: samsum |
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split: test |
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metrics: |
|
- type: rouge |
|
value: 24.5482 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2U3MGNlNzI0MGNiYWQ2NGRhYzg5M2Y3NjhjYTdhZmVlYWNmM2Y0YTFhN2I2ZmI5NDVkY2I2M2MxMjM5ZDIwOSIsInZlcnNpb24iOjF9.tHnV8ofGr9jbx0fHm3cDL6p8nqXZITS1H6XLjW-iWaNFuQJ7Qfs7E0uYNf2haQP6Mu5K5eWWGdg54KtMi1N9DA |
|
- type: rouge |
|
value: 4.811 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzE1ODYzOGFhMDE4ZGU1OTM0OTM5NDBkNjEwODQzY2I1NzRhYTc0NDJjZmM5YzI4ZGZmZGNkZjljYmNlYTQ1YyIsInZlcnNpb24iOjF9.n7tOZFKEePwSEqM7a0Y-fBiEEi3jZL7QwP0MCQNun5yKsd2OIkTlruuauV3h8yHN5yKxg33CUfpzS2B44kGjBg |
|
- type: rouge |
|
value: 17.2505 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjM3YTYwNjAyYzY5MmZjMzI1MmYwNzI2OWNmMzJiNzk3MTY5Y2E4ZmM1OTIyYjQ1NTkxMjI1ZGMwYmRiYzg5NiIsInZlcnNpb24iOjF9.1VQIehrugMj213RavmSAf1qsKTG3Jmj6DAJGi3KOeOYrJpKeLBQ6ftQZ_wSje8UiyR9uekne1wTd256sr61DBQ |
|
- type: rouge |
|
value: 20.906 |
|
name: ROUGE-LSUM |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDdhNjJlOTY3ZjgxOGMzYjkzOGI2NGJlZDY0MDk0NmE5ZDcyMzIyNTA1M2ZhNmMyOTFlODJjZWJkY2ZjMTQ3NCIsInZlcnNpb24iOjF9.SLAdCUY_9PFb7BrvvpN2ABDU9uvy7EIMEHKtnlpH94nZbv2G2sj74tWLcIQstuTkmXmLTk6_HvdZTEaoUc-5CA |
|
- type: loss |
|
value: 3.3002164363861084 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDFkM2UyOWQ5YzM2ZDIwZGRmNTY2YTRlMzUzY2QxZDhkNGFmODljNjIxNWQxZjFhM2E2YjM4ZWRjZDUzNWQxNyIsInZlcnNpb24iOjF9.HUYhxEAGbZS8J76Zt9k5KNFt6dx_vdoqf34k5ht3X0BTB4u2WiYwVS9O0ka2ExCynIODo9OMWLcMG2CW-xnjBA |
|
- type: gen_len |
|
value: 52 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTkxMWQ0ZWVlNWUxNjYwNTU3MTQzYjRhZGI1YjQ1ODYxOGRlNTU0ZjlkOGZiN2UzM2I5MjU3Y2QxODU3MTJmZCIsInZlcnNpb24iOjF9.9iDB-q3h2qYZIRHLKryZIjYYUeN_4_9hr5miRgmJl8TYB1Prf69NNziW7QPOkMXMOM-5-xvRVKmx-JqZQSkcDg |
|
- task: |
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type: summarization |
|
name: Summarization |
|
dataset: |
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name: kmfoda/booksum |
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type: kmfoda/booksum |
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config: kmfoda--booksum |
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split: test |
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metrics: |
|
- type: rouge |
|
value: 35.3305 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2Q0NWU1Mjc0ZTYxOGM5NjI3NTlmODYwMmU4ODE3Y2VjYjdmNTRhOWI2MDdlM2U3OTk5N2Q3YTcyYTViYzIwMiIsInZlcnNpb24iOjF9.ScFds-4QZgG0Wro-w0qnoaQSoXXMpWOTEE4zYrvA9k2lew965geaqeBVAt7QQxwchuB9q26hSGYCEqLMdX3EBw |
|
- type: rouge |
|
value: 5.8001 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjFiNjU2ZjI1YmE2NDViZjUwMjI1ZWFiNDkyMjExZjJjMjBmN2I5ZmYyYjE0MGEzNzk3ZGE4YTMzNzA0M2NjNSIsInZlcnNpb24iOjF9.H4r1JTjEC3ABkgVIi8i3TRxQ1gMsYoQR8qCBbJVkdWJQwECzWGZRw6QIaWz0kZv73nQ890kf90JE6FKeD2MpAg |
|
- type: rouge |
|
value: 16.0557 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBjNTBiYmM3OWM3ZjFkN2FjZTBiMGJkMTg4MTYxYzRjNWUzNWE2YWVjOWJiMzRkZTMxMGFkYThlYmZiN2UwNSIsInZlcnNpb24iOjF9.mLij-24wue3udXSS5H3kBniefh7NDTmNf3bxacq7UinFkbTtqx9OvS6Ywun4LfJj_Ufn9-uTMR2VbaoIIQKkBA |
|
- type: rouge |
|
value: 32.3409 |
|
name: ROUGE-LSUM |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjg3ODliOTAzYzg4Y2NhNzI4M2I4OGM1ZGQwMWE5ZjBiZGQyNTNhMDQxZDllMzgxOGM0NWZjZTJjMzFkZGVkZSIsInZlcnNpb24iOjF9.LpNcyf7HNaL_xwb4zqrBgOPoTBWFaBN0AgSbzsgfsQ7J12CIi7s0UoBhxg_c8UYwNuqFOZouYIq78r1PM81RCA |
|
- type: loss |
|
value: 3.0063540935516357 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTJmMGM2Y2U0MDU0OTFlMzJlNTNlZjViYTAyYjE4YTVkOWJhMmQxZjc3MjM4ZGNkNTNmOTViNDYwZjg0MWI0YyIsInZlcnNpb24iOjF9.VLKkHEjp4Iq1r3-CXSABBzgPJFx1sbjRt5KbbKe_AEuKuJtXI6rRWPuBjudOLB-CHBvutDzVS9wR60pGaQ5jCg |
|
- type: gen_len |
|
value: 268.4032 |
|
name: gen_len |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjJmYjZhOGFkMGNkZjEzOTA0Y2RjNWU3Yjc2ZGI5NWU1MTNjZjY5NzFiZjI0YjBhZjUxMDFlMjBmZTYxMWE0ZCIsInZlcnNpb24iOjF9.vnImpJVQBidfhKVOzEYuA2okKgbTvB0bkc4GNmvkTlxXdZlsqg1KuevQa587lmy0LQOZk1_pYWz0aVJ4VQQQAA |
|
- task: |
|
type: summarization |
|
name: Summarization |
|
dataset: |
|
name: launch/gov_report |
|
type: launch/gov_report |
|
config: plain_text |
|
split: test |
|
metrics: |
|
- type: rouge |
|
value: 37.0412 |
|
name: ROUGE-1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTQ0NzdhYjdlNDNhYjJmNzQwM2E1OWQ3ZTQxMTZiY2IwNjJkMzE0YzNmMWZjZTI0NGI2NWYzNTU0ODM0OTVmMCIsInZlcnNpb24iOjF9.1Gf6zoMOLmf71bkW9RdiXJPDms-vfc0hu0jJehdb7XCjW-hPcmLxdk8ALwWi9knBmeHZ18GHHSJklgU_maFoAA |
|
- type: rouge |
|
value: 8.519 |
|
name: ROUGE-2 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2M0MTE2YTE5NmE1NjhkMGM0ZjYxMzJiOTFjZGNmOTdlZWFhOTExZTAzOGUyOWE4Yjg4MTE3NDcwZTg5ZDk0MCIsInZlcnNpb24iOjF9.6EeSA2FzddyK5EfHhBViKNDXIZp9svVTpvSi4O_9YULWX6Gs4bZYcGRQATGLS6Pfvh1swky1ZXXR5GpX4tN-Ag |
|
- type: rouge |
|
value: 17.8685 |
|
name: ROUGE-L |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTZmMWRhZmNmZDY5MzYzM2JhNDc5NzdiMWI3MmRlYWViZjA0NGQxZDJhNjIxZTY3ZTM2NTJjYjI0ODE5MGFlYiIsInZlcnNpb24iOjF9.Tz6vT3YFZO5Hd8BySoXmtcwDQMSvr4DLGvKYpTeH7L0iZOaIFr8XILCPbLV6ZxjglSgFwMzcwsjN1d032mEqBA |
|
- type: rouge |
|
value: 33.5036 |
|
name: ROUGE-LSUM |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzgzNGQyMTIxYWUwMDlkMjQwZDE5ZDRmYzczODJkZTIxOGE5MTEyZDNjYzMzZWFhMGUyMjljNDQ5NGQ4ZGRkOCIsInZlcnNpb24iOjF9.oR8vSpgDjMskRmcImHV4E5dkXbP74BKNYXmfpkpO5zIHIJWNNyJvUSKurDDy5rhbhbkI98kF5GmOcLlfghyrDA |
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- type: loss |
|
value: 3.628979444503784 |
|
name: loss |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTNkY2E0Y2Q1YjA3Y2VhYTAyOGE1NmQyYWQ0YzM5NzczOTBkYThiYzNjMDljY2YzZGYzMGQ3NGQ5YzRhN2M5OCIsInZlcnNpb24iOjF9.kD1yDRyt6PR5wKBHvsU4l6stGmcsvPbkGB1dMgSfvMWV0LjjSc3MaXUS2ykNciLdnJK_aSqIjSUbUDyO0e4oDA |
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- type: gen_len |
|
value: 219.3885 |
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name: gen_len |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzI2MjIyZWViY2I0NTE0YWMxYTE3OTAyODdhOTNlZDZkOTIyMjQ1NzdkMmU5YTY5NmNjYTNkOGI0ODk4YzE2OSIsInZlcnNpb24iOjF9.sqlm-kWBzo-sJ4PaelnJWeQ1usF3nM5ZJP8igXE2GhWNhAQVsST3tlvcA8GwRtfbVCAy_x7Ex9iOuYqpccdbDA |
|
--- |
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|
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# long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP15 |
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|
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This model is a fine-tuned version of [pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP13](https://huggingface.co/pszemraj/long-t5-tglobal-large-pubmed-3k-booksum-16384-WIP13.5) on the `kmfoda/booksum` dataset. |
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|
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## Model description |
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|
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More information needed |
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|
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## Intended uses & limitations |
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More information needed |
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|
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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 |
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|
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### Training hyperparameters |
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|
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The following hyperparameters were used during training: |
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- learning_rate: 0.0004 |
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- train_batch_size: 1 |
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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: 64 |
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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: 1.4 |
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|
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### Framework versions |
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|
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- Transformers 4.23.0.dev0 |
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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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