Feature Extraction
Transformers
Safetensors
roberta
mental-health
multi-label
mental-roberta-base
text-embeddings-inference
Instructions to use mahir2021/mental-roberta-depemo2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mahir2021/mental-roberta-depemo2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="mahir2021/mental-roberta-depemo2")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("mahir2021/mental-roberta-depemo2") model = AutoModel.from_pretrained("mahir2021/mental-roberta-depemo2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download training_log.json from mahir2021/mental-roberta-depemo2: direct link, hf CLI and curl.
- Browser
- Download file 1.19 kB
-
https://huggingface.co/mahir2021/mental-roberta-depemo2/resolve/main/training_log.json
- Command line
-
hf download hf://mahir2021/mental-roberta-depemo2/training_log.json
-
curl -L -o training_log.json https://huggingface.co/mahir2021/mental-roberta-depemo2/resolve/main/training_log.json
1.19 kB
| [ | |
| { | |
| "Epoch":1, | |
| "TrainLoss":0.5168114247, | |
| "ValLoss":0.3969715878, | |
| "P-Mic":0.7937572929, | |
| "R-Mic":0.8268003646, | |
| "F1-Mic":0.8099419556, | |
| "P-Mac":0.7799109355, | |
| "R-Mac":0.7506453021, | |
| "F1-Mac":0.7279621249 | |
| }, | |
| { | |
| "Epoch":2, | |
| "TrainLoss":0.3601361258, | |
| "ValLoss":0.3569396795, | |
| "P-Mic":0.8407136031, | |
| "R-Mic":0.8018839259, | |
| "F1-Mic":0.8208398134, | |
| "P-Mac":0.8309412174, | |
| "R-Mac":0.7372263195, | |
| "F1-Mac":0.7619488852 | |
| }, | |
| { | |
| "Epoch":3, | |
| "TrainLoss":0.2931676513, | |
| "ValLoss":0.3618693181, | |
| "P-Mic":0.8514043109, | |
| "R-Mic":0.7921604376, | |
| "F1-Mic":0.820714623, | |
| "P-Mac":0.8411132738, | |
| "R-Mac":0.7305324041, | |
| "F1-Mac":0.764976562 | |
| }, | |
| { | |
| "Epoch":4, | |
| "TrainLoss":0.2460558213, | |
| "ValLoss":0.3569847543, | |
| "P-Mic":0.8388507183, | |
| "R-Mic":0.8161652993, | |
| "F1-Mic":0.8273525335, | |
| "P-Mac":0.815659592, | |
| "R-Mac":0.7693214037, | |
| "F1-Mac":0.7873647994 | |
| }, | |
| { | |
| "Epoch":5, | |
| "TrainLoss":0.2144637232, | |
| "ValLoss":0.3598562505, | |
| "P-Mic":0.8373734274, | |
| "R-Mic":0.8292312367, | |
| "F1-Mic":0.8332824427, | |
| "P-Mac":0.8159347958, | |
| "R-Mac":0.7840398282, | |
| "F1-Mac":0.7953241495 | |
| } | |
| ] |