PEFT
Safetensors
decision-model
unsloth
lora
dagger
imitation-learning
logistics
truck-port
serviceport
hub4
Instructions to use chrispie/socra-small-hub4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use chrispie/socra-small-hub4 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-0.8B") model = PeftModel.from_pretrained(base_model, "chrispie/socra-small-hub4") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
Download closed_loop_summary.json from chrispie/socra-small-hub4: direct link, hf CLI and curl.
- Browser
- Download file 23.9 kB
-
https://huggingface.co/chrispie/socra-small-hub4/resolve/main/closed_loop_summary.json
- Command line
-
hf download hf://chrispie/socra-small-hub4/closed_loop_summary.json
-
curl -L -o closed_loop_summary.json https://huggingface.co/chrispie/socra-small-hub4/resolve/main/closed_loop_summary.json
23.9 kB
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