Text Generation
PEFT
Safetensors
English
game-theory
formulation
qwen2
lora
qlora
sft
economics
strategic-reasoning
math
decision-theory
conversational
Eval Results (legacy)
Instructions to use Alogotron/GameTheory-Formulator-Model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Alogotron/GameTheory-Formulator-Model with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "Alogotron/GameTheory-Formulator-Model") - Notebooks
- Google Colab
- Kaggle
Add Related Work (IJCAI survey, DeepMind SHOR-PSRO) and BibTeX citation
Browse files
README.md
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@@ -249,3 +249,26 @@ Trained on [Alogotron/GameTheory-Formulator](https://huggingface.co/datasets/Alo
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url={https://huggingface.co/Alogotron/GameTheory-Formulator-Model}
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}
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```
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url={https://huggingface.co/Alogotron/GameTheory-Formulator-Model}
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}
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```
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---
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## 📚 Related Work
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- **"Game Theory Meets Large Language Models: A Systematic Survey"** — IJCAI 2025 ([arxiv:2502.09053](https://arxiv.org/abs/2502.09053)) — The definitive survey on game theory × LLMs, covering RLHF alignment, multi-agent interactions, and strategic reasoning.
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- **DeepMind SHOR-PSRO** (April 2026) — LLM-driven rewriting of game theory algorithms that outperformed hand-designed baselines ([MarkTechPost](https://www.marktechpost.com/2026/04/03/google-deepminds-research-lets-an-llm-rewrite-its-own-game-theory-algorithms-and-it-outperformed-the-experts/)).
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- **GT-HarmBench** — Game-theoretic framing for AI safety benchmarking ([arxiv:2602.12316](https://arxiv.org/abs/2602.12316)).
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## 📄 Citation
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```bibtex
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@model{alogotron_gametheory_formulator_model_2026,
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author = {Alogotron},
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title = {GameTheory-Formulator-Model: Real-World Scenario to Formal Game Theory},
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year = {2026},
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publisher = {Hugging Face},
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url = {https://huggingface.co/Alogotron/GameTheory-Formulator-Model},
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note = {Phase 3 formulation adapter achieving 100\% valid formulation rate}
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}
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```
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