Feature Extraction
Transformers
Safetensors
bert
mental-health
multi-label
mental-bert-base-uncased
text-embeddings-inference
Instructions to use mahir2021/mental-bert-depemo2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mahir2021/mental-bert-depemo2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="mahir2021/mental-bert-depemo2")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("mahir2021/mental-bert-depemo2") model = AutoModel.from_pretrained("mahir2021/mental-bert-depemo2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download training_log.json from mahir2021/mental-bert-depemo2: direct link, hf CLI and curl.
- Browser
- Download file 1.19 kB
-
https://huggingface.co/mahir2021/mental-bert-depemo2/resolve/main/training_log.json
- Command line
-
hf download hf://mahir2021/mental-bert-depemo2/training_log.json
-
curl -L -o training_log.json https://huggingface.co/mahir2021/mental-bert-depemo2/resolve/main/training_log.json
1.19 kB
| [ | |
| { | |
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| "P-Mic":0.7866589994, | |
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| "F1-Mic":0.8083911952, | |
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| "R-Mac":0.7479504818, | |
| "F1-Mac":0.7164257751 | |
| }, | |
| { | |
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| "P-Mic":0.831772784, | |
| "R-Mic":0.8097842601, | |
| "F1-Mic":0.8206312548, | |
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| "R-Mac":0.7426376985, | |
| "F1-Mac":0.7543635564 | |
| }, | |
| { | |
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| "ValLoss":0.3583697112, | |
| "P-Mic":0.845124283, | |
| "R-Mic":0.805834093, | |
| "F1-Mic":0.8250116659, | |
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| "F1-Mac":0.7664831759 | |
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| { | |
| "Epoch":4, | |
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| "ValLoss":0.3588282689, | |
| "P-Mic":0.8502116574, | |
| "R-Mic":0.7933758736, | |
| "F1-Mic":0.8208110657, | |
| "P-Mac":0.827451004, | |
| "R-Mac":0.7364506898, | |
| "F1-Mac":0.7707220176 | |
| }, | |
| { | |
| "Epoch":5, | |
| "TrainLoss":0.2212787507, | |
| "ValLoss":0.3578706263, | |
| "P-Mic":0.8408874802, | |
| "R-Mic":0.806137952, | |
| "F1-Mic":0.8231461371, | |
| "P-Mac":0.8193535571, | |
| "R-Mac":0.7514307658, | |
| "F1-Mac":0.7765450605 | |
| } | |
| ] |