by CompactAI-O
Model Golf
Build the best language model under 100 million parameters. Minimum 1028-token context. Winner receives $50 in RunPod credits. Round one: June 1–30, 2026.
What It Is
What Model Is
- A monthly parameter-efficiency competition
- Open to anyone, anywhere
- Fully custom architectures allowed
- Novel tokenization & training schemes welcome
- Open source by design
- $50 RunPod credits to the winner
What It Is Not
- Not a Kaggle-style dataset contest
- Not restricted to existing architectures
- Not limited by llama.cpp compatibility
- Not a fixed-benchmark leaderboard
- Not for closed-source submissions
The Rules
Simple and clear. Complexity discourages participation.
How To Join
Round one runs June 1–30, 2026. Here is how it works.
Build
Create a language model under 100M parameters with at least 1028-token context. Any architecture. Any approach.
Document
Open source your repository with full documentation. Include parameter count, context window, and approach summary.
Submit
Submit your repo link when the competition opens. Submissions are evaluated monthly. Winner gets $50 in RunPod credits.
Resources & Evaluation
Everything you need to build and submit your model.
Benchmark
Models evaluated on a held-out suite of reasoning, coding, and language understanding tasks. Final ranking by aggregate score.
Tools
Use any framework — PyTorch, JAX, TensorFlow, or custom CUDA. Bring your own tokenizer, architecture, and training pipeline.
Guidelines
Submit via a pull request to the Model Golf repository with your model weights, config, and a short technical report.
Frequently Asked Questions
Common questions about Model Golf.
Why Small Models?
Parameter efficiency is the path to democratized AI.
Small models run on consumer hardware. They deploy at the edge. Individuals can fine-tune them on a single GPU. Model Golf rewards architectural creativity within tight constraints, making efficiency competitive.
The $50 prize is symbolic — enough to cover GPU time, enough to motivate enthusiasts, not enough to attract mercenaries. Enthusiasts build interesting things. Interesting things advance the field.
Ready To Compete?
Round one ends June 30, 2026. Submit your model by 23:59 UTC.