Q-Scorer-stage0-stage1 is an open-weight model from Jacuzzi. Its published files total 771.6 MB.
This release contains the main Stage-0 direct scorers and Stage-1 reasoning-context checkpoints used in the Q-Scorer+ pipeline.
Parameters—
Context—
Weights691.4 MB
License—
AccessOpen weights
Monthly Downloads—
Model Card
This release contains the main Stage-0 direct scorers and Stage-1 reasoning-context checkpoints used in the Q-Scorer+ pipeline. The checkpoints are compact Q-Scorer+ checkpoints: they contain LoRA adapters, the score head, the score-token delta, tokenizer files, and reports. They are not merged 8B weight dumps. The base model is fetched from Qwen/Qwen3-VL-8B-Instruct. Clone this repository together with the repository root, or copy qscorerplus/ to your Python path. Then load a checkpoint with: The loader resolves the base model from Qwen/Qwen3-VL-8B-Instruct. No local base-model files are required as long as HuggingFace Hub is reachable. For offline use, download the base model first and…
Excerpt from the card by Jacuzzi.
Identity and Version
- Repository
- 2kxx/Q-Scorer-stage0-stage1
- Publisher
- Jacuzzi
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 74b4c227821d448727d14619c29118fea4bc0018
- First published
- 2026-10-09
- Last updated
- 2026-10-09
Files and Weights
66 files, 771.6 MB in total. The weights are 7 files totalling 691.4 MB in pt.
Weights7 files · 691.4 MB
Configuration29 files · 185.7 KB
Tokenizer14 files · 80.0 MB
Documentation8 files · 4.2 KB
Other7 files · 37.0 KB
Repository1 file · 2.1 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| models/stage0-3domain/stage0.pt | Weights | 105.6 MB | 1313acc968e1 |
| models/stage0-7domain/stage0.pt | Weights | 105.6 MB | 6fd4f875d948 |
| models/stage0-koniq/stage0.pt | Weights | 89.6 MB | 8618c052137b |
| models/stage1-3domain-from-3domain/stage0.pt | Weights | 105.6 MB | 08f91c05733b |
| models/stage1-3domain-from-koniq/stage0.pt | Weights | 89.6 MB | c1da06defdae |
| models/stage1-7domain-from-7domain/stage0.pt | Weights | 105.6 MB | 8e95bfd209f1 |
| models/stage1-koniq-from-koniq/stage0.pt | Weights | 89.6 MB | ffacdf7a2ca0 |
| models/stage0-3domain/config.json | Configuration | 159 B | — |
| models/stage0-3domain/metadata.json | Configuration | 2.6 KB | — |
| models/stage0-3domain/report.json | Configuration | 2.3 KB | — |
| models/stage0-7domain/config.json | Configuration | 159 B | — |
| models/stage0-7domain/metadata.json | Configuration | 2.7 KB | — |
| models/stage0-7domain/report.json | Configuration | 2.4 KB | — |
| models/stage0-koniq/config.json | Configuration | 136 B | — |
| models/stage0-koniq/cot_probe.json | Configuration | 59.6 KB | — |
| models/stage0-koniq/cot_probe_natural.json | Configuration | 70.4 KB | — |
| models/stage0-koniq/eval.json | Configuration | 714 B | — |
| models/stage0-koniq/metadata.json | Configuration | 1.5 KB | — |
| models/stage0-koniq/report.json | Configuration | 1.3 KB | — |
| models/stage1-3domain-from-3domain/adapt_report.json | Configuration | 2.3 KB | — |
| models/stage1-3domain-from-3domain/config.json | Configuration | 159 B | — |
| models/stage1-3domain-from-3domain/metadata.json | Configuration | 2.7 KB | — |
| models/stage1-3domain-from-koniq/adapt_report.json | Configuration | 2.3 KB | — |
| models/stage1-3domain-from-koniq/config.json | Configuration | 160 B | — |
| models/stage1-3domain-from-koniq/metadata.json | Configuration | 2.6 KB | — |
| models/stage1-7domain-from-7domain/adapt_report.json | Configuration | 2.4 KB | — |
| models/stage1-7domain-from-7domain/config.json | Configuration | 159 B | — |
| models/stage1-7domain-from-7domain/eval.json | Configuration | 174 B | — |
| models/stage1-7domain-from-7domain/metadata.json | Configuration | 2.8 KB | — |
| models/stage1-koniq-from-koniq/adapt_report.json | Configuration | 2.3 KB | — |
| models/stage1-koniq-from-koniq/config.json | Configuration | 160 B | — |
| models/stage1-koniq-from-koniq/metadata.json | Configuration | 2.6 KB | — |
| qscorer_plus/__init__.py | Configuration | 722 B | — |
| qscorer_plus/data.py | Configuration | 2.8 KB | — |
| qscorer_plus/eval_stage0.py | Configuration | 2.7 KB | — |
| qscorer_plus/model.py | Configuration | 14.8 KB | — |
| README.md | Documentation | 1.8 KB | — |
| models/stage0-3domain/README.md | Documentation | 324 B | — |
| models/stage0-7domain/README.md | Documentation | 351 B | — |
| models/stage0-koniq/README.md | Documentation | 289 B | — |
| models/stage1-3domain-from-3domain/README.md | Documentation | 357 B | — |
| models/stage1-3domain-from-koniq/README.md | Documentation | 350 B | — |
| models/stage1-7domain-from-7domain/README.md | Documentation | 386 B | — |
| models/stage1-koniq-from-koniq/README.md | Documentation | 335 B | — |
| models/stage0-3domain/chat_template.jinja | Other | 5.3 KB | — |
| models/stage0-7domain/chat_template.jinja | Other | 5.3 KB | — |
| models/stage0-koniq/chat_template.jinja | Other | 5.3 KB | — |
| models/stage1-3domain-from-3domain/chat_template.jinja | Other | 5.3 KB | — |
| models/stage1-3domain-from-koniq/chat_template.jinja | Other | 5.3 KB | — |
| models/stage1-7domain-from-7domain/chat_template.jinja | Other | 5.3 KB | — |
| models/stage1-koniq-from-koniq/chat_template.jinja | Other | 5.3 KB | — |
| .gitattributes | Repository | 2.1 KB | — |
| models/stage0-3domain/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage0-3domain/tokenizer_config.json | Tokenizer | 425 B | — |
| models/stage0-7domain/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage0-7domain/tokenizer_config.json | Tokenizer | 425 B | — |
| models/stage0-koniq/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage0-koniq/tokenizer_config.json | Tokenizer | 397 B | — |
| models/stage1-3domain-from-3domain/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage1-3domain-from-3domain/tokenizer_config.json | Tokenizer | 425 B | — |
| models/stage1-3domain-from-koniq/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage1-3domain-from-koniq/tokenizer_config.json | Tokenizer | 425 B | — |
| models/stage1-7domain-from-7domain/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage1-7domain-from-7domain/tokenizer_config.json | Tokenizer | 425 B | — |
| models/stage1-koniq-from-koniq/tokenizer.json | Tokenizer | 11.4 MB | a86c36923a5f |
| models/stage1-koniq-from-koniq/tokenizer_config.json | Tokenizer | 425 B | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 691.4 MB
Download from Jacuzzi
Released by Jacuzzi through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 691.4 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.