Text Classification
MLX
English
decision-model
calibration
lora
activated-lora
adaptive-reasoning
on-device
Instructions to use suhaas-teja/Dev-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use suhaas-teja/Dev-4B with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download suhaas-teja/Dev-4B --local-dir Dev-4B
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download operating_point.json from suhaas-teja/Dev-4B: direct link, hf CLI and curl.
- Browser
- Download file 123 Bytes
-
https://huggingface.co/suhaas-teja/Dev-4B/resolve/main/operating_point.json
- Command line
-
hf download hf://suhaas-teja/Dev-4B/operating_point.json
-
curl -L -o operating_point.json https://huggingface.co/suhaas-teja/Dev-4B/resolve/main/operating_point.json
123 Bytes
| {"router_threshold": 0.5155917406082153, "confidence_threshold": 0.5866448879241943, "escalation_rate_on_router_val": 0.25} |