Summarization
Transformers
PyTorch
TensorBoard
English
bart
text2text-generation
azureml
azure
codecarbon
Eval Results (legacy)
Instructions to use linydub/bart-large-samsum with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use linydub/bart-large-samsum 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="linydub/bart-large-samsum")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("linydub/bart-large-samsum") model = AutoModelForSeq2SeqLM.from_pretrained("linydub/bart-large-samsum") - Notebooks
- Google Colab
- Kaggle
intentionally misspell rouge metrics as rogue for paperswithcode leaderboard
Browse files
README.md
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name: "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"
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type: samsum
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metrics:
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- name: Validation
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type: rouge-1
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value: 55.0234
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- name: Validation
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type: rouge-2
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value: 29.6005
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- name: Validation
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type: rouge-L
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value: 44.914
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- name: Validation
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type: rouge-Lsum
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value: 50.464
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- name: Test
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type: rouge-1
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value: 53.4345
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- name: Test
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type: rouge-2
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value: 28.7445
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-
- name: Test
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type: rouge-L
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value: 44.1848
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-
- name: Test
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type: rouge-Lsum
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value: 49.1874
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widget:
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name: "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"
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type: samsum
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metrics:
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- name: Validation ROGUE-1
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type: rouge-1
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value: 55.0234
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+
- name: Validation ROGUE-2
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type: rouge-2
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value: 29.6005
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+
- name: Validation ROGUE-L
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type: rouge-L
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value: 44.914
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| 34 |
+
- name: Validation ROGUE-Lsum
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| 35 |
type: rouge-Lsum
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| 36 |
value: 50.464
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| 37 |
+
- name: Test ROGUE-1
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| 38 |
type: rouge-1
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| 39 |
value: 53.4345
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| 40 |
+
- name: Test ROGUE-2
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type: rouge-2
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| 42 |
value: 28.7445
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| 43 |
+
- name: Test ROGUE-L
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| 44 |
type: rouge-L
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| 45 |
value: 44.1848
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| 46 |
+
- name: Test ROGUE-Lsum
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| 47 |
type: rouge-Lsum
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| 48 |
value: 49.1874
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| 49 |
widget:
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