Creating model card

README.md

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+---
+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
+
+- **Paper:** https://arxiv.org/abs/2601.06336
+
+## 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.
+
+## Model Card Contact
+
+https://www.lightningrod.ai/