commit files to HF hub
Browse files- README.md +24 -0
- evaluation_metrics.json +1 -0
- hyperparameters.json +1 -0
- prediction_test.txt +1679 -0
README.md
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---
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widget:
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- text: "The @Clinton_LumberKings beat the @Cedar_Rapids_Kernels 4-0 in Game 1 of the Western Division finals. Evan Edwards hit a 2-run HR. WP Josh Roberson: 5 IP, 3 H, 0 R, 0 BB, 10 K #MWLplayoffs #MWLscoreboard"
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example_title: example 1
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- text: "I would rather hear Eli Gold announce this Auburn game than these dumbasses. @ESPN"
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example_title: example 2
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- text: "Someone take my phone away, I’m trying to not look at @Chicago_Blackhawks home game tickets in October "
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example_title: example 3
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---
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# cardiffnlp/flan-t5-small-tweet-topic
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This is [google/flan-t5-small](https://huggingface.co/google/flan-t5-small) fine-tuned on [cardiffnlp/super_tweeteval (tweet_topic)](https://huggingface.co/datasets/cardiffnlp/super_tweeteval).
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### Usage
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```python
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from transformers import pipeline
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pipe = pipeline('text2text-generation', model="cardiffnlp/flan-t5-small-tweet-topic")
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output = pipe("The @Clinton_LumberKings beat the @Cedar_Rapids_Kernels 4-0 in Game 1 of the Western Division finals. Evan Edwards hit a 2-run HR. WP Josh Roberson: 5 IP, 3 H, 0 R, 0 BB, 10 K #MWLplayoffs #MWLscoreboard")
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```
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evaluation_metrics.json
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{"eval_f1": 0.6999602938256899}
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hyperparameters.json
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{"learning_rate": 8.536189862866844e-05, "num_train_epochs": 3, "per_device_train_batch_size": 128}
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prediction_test.txt
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| 1 |
+
sports
|
| 2 |
+
sports
|
| 3 |
+
sports
|
| 4 |
+
sports
|
| 5 |
+
sports
|
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|
| 1672 |
+
news_&_social_concern
|
| 1673 |
+
sports
|
| 1674 |
+
technology_&_technology
|
| 1675 |
+
news_&_social_concern
|
| 1676 |
+
news_&_social_concern
|
| 1677 |
+
news_&_social_concern
|
| 1678 |
+
celebrity_&_pop_culture,news_&_social_concern
|
| 1679 |
+
news_&_social_concern
|