metadata
license: other
datasets:
- LightningRodLabs/future-as-label-paper-training-dataset
base_model:
- Qwen/Qwen3-32B
pipeline_tag: reinforcement-learning
Model Card
Model Description
This model is a fine-tuned derivative of Qwen3-32B, trained using reinforcement learning on the future-as-label dataset to improve forecasting and long-horizon reasoning behavior.
- Developed by: LightningRod Labs
- Model type: Large language model (decoder-only transformer)
- Language(s): English (primarily)
- License: Qwen3 License
- Finetuned from: Qwen/Qwen3-32B
Model Sources
Uses
Direct Use
Research and applied use cases involving:
- Binary event prediction
- Real-world forecasting
- Synthetic data generation
Out-of-Scope Use
The model is not intended for:
- Safety-critical or regulated domains
- Deployment without additional evaluation
- Use cases restricted by the Qwen3 license terms
Training Data
The model was fine-tuned on:
LightningRodLabs/future-as-label-paper-training-dataset
Limitations
As a fine-tuned derivative model, behavior may differ from the base Qwen3 model and may exhibit hallucinations or reasoning errors.
License and Attribution
This model is a fine-tuned derivative of Qwen3-32B.
The model weights are released under the Qwen3 License. All original license terms, conditions, and attribution requirements apply.
See the original Qwen3 license for full details.