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 | |
``` |