Text Classification
Transformers
Safetensors
English
Ukrainian
qwen3_5
image-text-to-text
openjudgement
judgment
classification
structured-output
preview
custom-code
Instructions to use kitaniai/OpenJudgement-4B-Preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use kitaniai/OpenJudgement-4B-Preview with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="kitaniai/OpenJudgement-4B-Preview")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("kitaniai/OpenJudgement-4B-Preview") model = AutoModelForMultimodalLM.from_pretrained("kitaniai/OpenJudgement-4B-Preview", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download reports/encoding.json from kitaniai/OpenJudgement-4B-Preview: direct link, hf CLI and curl.
- Browser
- Download file 514 Bytes
-
https://huggingface.co/kitaniai/OpenJudgement-4B-Preview/resolve/main/reports/encoding.json
- Command line
-
hf download hf://kitaniai/OpenJudgement-4B-Preview/reports/encoding.json
-
curl -L -o encoding.json https://huggingface.co/kitaniai/OpenJudgement-4B-Preview/resolve/main/reports/encoding.json
514 Bytes
| { | |
| "model": "Qwen/Qwen3.5-4B", | |
| "revision": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a", | |
| "truncated_rows": 0, | |
| "splits": { | |
| "train": { | |
| "rows": 87621, | |
| "tokens": 98928078, | |
| "max_tokens": 11673 | |
| }, | |
| "validation": { | |
| "rows": 11278, | |
| "tokens": 13647382, | |
| "max_tokens": 8543 | |
| }, | |
| "calibration": { | |
| "rows": 2968, | |
| "tokens": 3282800, | |
| "max_tokens": 7911 | |
| }, | |
| "test": { | |
| "rows": 7446, | |
| "tokens": 4300500, | |
| "max_tokens": 9872 | |
| } | |
| } | |
| } |