Summarization
Transformers
PyTorch
JAX
TensorBoard
Dutch
t5
text2text-generation
seq2seq
Eval Results (legacy)
text-generation-inference
Instructions to use yhavinga/t5-v1.1-large-dutch-cnn-test with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use yhavinga/t5-v1.1-large-dutch-cnn-test with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "summarization" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("summarization", model="yhavinga/t5-v1.1-large-dutch-cnn-test")# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("yhavinga/t5-v1.1-large-dutch-cnn-test") model = AutoModelForMultimodalLM.from_pretrained("yhavinga/t5-v1.1-large-dutch-cnn-test") - Notebooks
- Google Colab
- Kaggle
Commit ·
011dd96
1
Parent(s): eead863
Add evaluation results on the default config of ml6team/cnn_dailymail_nl (#2)
Browse files- Add evaluation results on the default config of ml6team/cnn_dailymail_nl (0f51979c8b5862c40063012f0023b385dafd2be1)
Co-authored-by: Evaluation Bot <autoevaluator@users.noreply.huggingface.co>
README.md
CHANGED
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@@ -61,6 +61,42 @@ widget:
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\ aan de Universiteit Utrecht, vergelijkt het met een fles cola. \u201EWanneer\
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\ je een fles cola schudt, zal het gas er met veel geweld uitkomen. Dat is waarschijnlijk\
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\ wat er gebeurd is op Tonga, maar we weten het niet precies.\u201D"
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---
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# T5 v1.1 Large finetuned for CNN news summarization in Dutch 🇳🇱
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\ aan de Universiteit Utrecht, vergelijkt het met een fles cola. \u201EWanneer\
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\ je een fles cola schudt, zal het gas er met veel geweld uitkomen. Dat is waarschijnlijk\
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\ wat er gebeurd is op Tonga, maar we weten het niet precies.\u201D"
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model-index:
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- name: yhavinga/t5-v1.1-large-dutch-cnn-test
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results:
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- task:
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type: summarization
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name: Summarization
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dataset:
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name: ml6team/cnn_dailymail_nl
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type: ml6team/cnn_dailymail_nl
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config: default
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split: test
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metrics:
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- name: ROUGE-1
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type: rouge
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value: 38.3101
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verified: true
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- name: ROUGE-2
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type: rouge
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value: 15.5229
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verified: true
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- name: ROUGE-L
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type: rouge
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value: 25.8229
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verified: true
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- name: ROUGE-LSUM
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type: rouge
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value: 35.3162
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verified: true
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- name: loss
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type: loss
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value: 3.143123149871826
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verified: true
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- name: gen_len
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type: gen_len
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value: 88.806
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verified: true
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---
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# T5 v1.1 Large finetuned for CNN news summarization in Dutch 🇳🇱
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