| tags: | |
| - autotrain | |
| - summarization | |
| language: | |
| - unk | |
| widget: | |
| - text: "I love AutoTrain \U0001F917" | |
| datasets: | |
| - L-macc/autotrain-data-Biomedical_sc_summ | |
| co2_eq_emissions: | |
| emissions: 16.211223325053414 | |
| model-index: | |
| - name: L-macc/autotrain-Biomedical_sc_summ-1217846142 | |
| results: | |
| - task: | |
| type: summarization | |
| name: Summarization | |
| dataset: | |
| name: Blaise-g/SumPubmed | |
| type: Blaise-g/SumPubmed | |
| config: Blaise-g--SumPubmed | |
| split: test | |
| metrics: | |
| - name: ROUGE-1 | |
| type: rouge | |
| value: 38.2324 | |
| verified: true | |
| - name: ROUGE-2 | |
| type: rouge | |
| value: 12.2914 | |
| verified: true | |
| - name: ROUGE-L | |
| type: rouge | |
| value: 21.4512 | |
| verified: true | |
| - name: ROUGE-LSUM | |
| type: rouge | |
| value: 34.3031 | |
| verified: true | |
| - name: loss | |
| type: loss | |
| value: 2.3273825645446777 | |
| verified: true | |
| - name: gen_len | |
| type: gen_len | |
| value: 130.3934 | |
| verified: true | |
| # Model Trained Using AutoTrain | |
| - Problem type: Summarization | |
| - Model ID: 1217846142 | |
| - CO2 Emissions (in grams): 16.2112 | |
| ## Validation Metrics | |
| - Loss: 2.159 | |
| - Rouge1: 40.236 | |
| - Rouge2: 12.161 | |
| - RougeL: 23.255 | |
| - RougeLsum: 35.138 | |
| - Gen Len: 121.504 | |
| ## Usage | |
| You can use cURL to access this model: | |
| ``` | |
| $ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/L-macc/autotrain-Biomedical_sc_summ-1217846142 | |
| ``` |