Text Classification
Transformers
Safetensors
roberta
Generated from Trainer
text-embeddings-inference
Instructions to use CIRCL/vulnerability-severity-classification-roberta-base-expB with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use CIRCL/vulnerability-severity-classification-roberta-base-expB with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="CIRCL/vulnerability-severity-classification-roberta-base-expB")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("CIRCL/vulnerability-severity-classification-roberta-base-expB") model = AutoModelForSequenceClassification.from_pretrained("CIRCL/vulnerability-severity-classification-roberta-base-expB", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download emissions.csv from CIRCL/vulnerability-severity-classification-roberta-base-expB: direct link, hf CLI and curl.
- Browser
- Download file 826 Bytes
-
https://huggingface.co/CIRCL/vulnerability-severity-classification-roberta-base-expB/resolve/e8ad70dd2d1453590e2b944d17cf05b3af224849/emissions.csv
- Command line
-
hf download hf://CIRCL/vulnerability-severity-classification-roberta-base-expB@e8ad70dd2d1453590e2b944d17cf05b3af224849/emissions.csv
-
curl -L -o emissions.csv https://huggingface.co/CIRCL/vulnerability-severity-classification-roberta-base-expB/resolve/e8ad70dd2d1453590e2b944d17cf05b3af224849/emissions.csv
826 Bytes
| timestamp,project_name,run_id,experiment_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue | |
| 2025-11-27T02:09:21,codecarbon,d2aa9891-7d5e-4d0b-a144-e293c6fee600,5b0fa12a-3dd7-45bb-9766-cc326314d9f1,18300.168969716004,0.7645253406843606,4.1776955281097886e-05,42.5,401.67939224520956,755.7507977485657,0.21585928676706143,3.2092093215320707,3.8379330227047492,7.263001631003871,Luxembourg,LUX,,,,Linux-6.8.0-88-generic-x86_64-with-glibc2.39,3.12.3,2.8.4,224,Intel(R) Xeon(R) Platinum 8480+,2,2 x NVIDIA H100 NVL,6.1661,49.7498,2015.3354606628418,machine,N,1.0 | |