tags: | |
- autotrain | |
- summarization | |
language: | |
- unk | |
widget: | |
- text: "I love AutoTrain \U0001F917" | |
datasets: | |
- L-macc/autotrain-data-Biomedical_sc_summ | |
co2_eq_emissions: | |
emissions: 13.651986586580765 | |
model-index: | |
- name: L-macc/autotrain-Biomedical_sc_summ-1217846148 | |
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: 40.1043 | |
verified: true | |
- name: ROUGE-2 | |
type: rouge | |
value: 13.0457 | |
verified: true | |
- name: ROUGE-L | |
type: rouge | |
value: 22.2288 | |
verified: true | |
- name: ROUGE-LSUM | |
type: rouge | |
value: 35.9295 | |
verified: true | |
- name: loss | |
type: loss | |
value: 2.090137004852295 | |
verified: true | |
- name: gen_len | |
type: gen_len | |
value: 139.7369 | |
verified: true | |
# Model Trained Using AutoTrain | |
- Problem type: Summarization | |
- Model ID: 1217846148 | |
- CO2 Emissions (in grams): 13.6520 | |
## Validation Metrics | |
- Loss: 2.503 | |
- Rouge1: 38.768 | |
- Rouge2: 10.791 | |
- RougeL: 21.946 | |
- RougeLsum: 33.780 | |
- Gen Len: 123.331 | |
## 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-1217846148 | |
``` |