Instructions to use HallD/Yev-Decision-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use HallD/Yev-Decision-1 with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download metadata.json from HallD/Yev-Decision-1: direct link, hf CLI and curl.
- Browser
- Download file 1.77 kB
-
https://huggingface.co/HallD/Yev-Decision-1/resolve/main/metadata.json
- Command line
-
hf download hf://HallD/Yev-Decision-1/metadata.json
-
curl -L -o metadata.json https://huggingface.co/HallD/Yev-Decision-1/resolve/main/metadata.json
1.77 kB
| { | |
| "format_version": 2, | |
| "base_model": "Qwen/Qwen3.5-4B-Base", | |
| "base_revision": "1001bb4d826a52d1f399e183466143f4da7b741b", | |
| "head": "bilinear", | |
| "head_width": 512, | |
| "head_last_token": true, | |
| "brier_weight": 1.0, | |
| "max_length": 4096, | |
| "dependencies": { | |
| "torch": "2.11.0+cu130", | |
| "transformers": "5.17.0", | |
| "peft": "0.21.0", | |
| "accelerate": "1.15.0", | |
| "bitsandbytes": "0.50.2", | |
| "numpy": "2.1.3" | |
| }, | |
| "temperatures": { | |
| "choice": 1.681792830507429, | |
| "score": 1.4142135623730951, | |
| "noul": 1.5422108254079407 | |
| }, | |
| "images": { | |
| "max_image_tokens": 256, | |
| "placeholder": "<|image|>" | |
| }, | |
| "temperature_calibration": { | |
| "fitted_on": "dev questions with a checked answer (hard sets, definitions), as that answer", | |
| "fit_examples_per_primitive": 1000, | |
| "teacher_data": "/content/teacher-data/training-data-clean-hard-v2, /content/teacher-data/training-data-clean-hard-v1, /content/teacher-data/training-data-clean-breadth-v1", | |
| "exported_temperatures": { | |
| "choice": 1.0, | |
| "score": 1.0, | |
| "noul": 1.0 | |
| }, | |
| "quantize4bit": false, | |
| "tied": [], | |
| "one_hot": false | |
| }, | |
| "checkpoint": { | |
| "path": "/content/drive/MyDrive/jev-training/yev-qwen3.5-4b-clean-breadth/checkpoints/last.pt", | |
| "step": null | |
| }, | |
| "soup": { | |
| "method": "exact weighted sum of LoRA weight changes (stacked to rank 128); heads averaged", | |
| "ingredients": [ | |
| { | |
| "export": "/content/soups/breadth", | |
| "weight": 0.3, | |
| "init_checkpoint": null, | |
| "selected_by": null | |
| }, | |
| { | |
| "export": "/content/drive/MyDrive/v2/yev-qwen3.5-4b-clean-end-to-end/exports/sharp-0.5-verified", | |
| "weight": 0.7, | |
| "init_checkpoint": null, | |
| "selected_by": null | |
| } | |
| ] | |
| } | |
| } | |