tags: | |
- autotrain | |
- summarization | |
language: | |
- unk | |
widget: | |
- text: "I love AutoTrain \U0001F917" | |
datasets: | |
- L-macc/autotrain-data-Biomedical_sc_summ | |
co2_eq_emissions: | |
emissions: 3198.3976606503647 | |
model-index: | |
- name: L-macc/autotrain-Biomedical_sc_summ-1217846144 | |
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: 39.4086 | |
verified: true | |
- name: ROUGE-2 | |
type: rouge | |
value: 12.8115 | |
verified: true | |
- name: ROUGE-L | |
type: rouge | |
value: 21.9191 | |
verified: true | |
- name: ROUGE-LSUM | |
type: rouge | |
value: 35.2431 | |
verified: true | |
- name: loss | |
type: loss | |
value: 2.2001051902770996 | |
verified: true | |
- name: gen_len | |
type: gen_len | |
value: 133.8541 | |
verified: true | |
# Model Trained Using AutoTrain | |
- Problem type: Summarization | |
- Model ID: 1217846144 | |
- CO2 Emissions (in grams): 3198.3977 | |
## Validation Metrics | |
- Loss: 2.449 | |
- Rouge1: 38.839 | |
- Rouge2: 10.865 | |
- RougeL: 21.994 | |
- RougeLsum: 33.794 | |
- Gen Len: 120.994 | |
## 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-1217846144 | |
``` |