LLM-course/ParetoTinyRNNTransformers22k_v5_pareto_TRM_d24_L2_H8_C2_22kk_LegalW0p5

Chess model submitted to the LLM Course Chess Challenge.

Submission Info

• —Submitted by: janisaiad
• —Parameters: 21,840
• —Organization: LLM-course

Model Details

• —Architecture: Tiny Recursive Model (TRM) - looping recurrent transformer (cycle-shared weights)
• —Vocab size: 148
• —Embedding dim: 24
• —Layers: 2
• —Heads: 8
• —Cycles: 2

TRM note: this is a looping TRM model — at inference/training time we run the same transformer stack for 2 recurrent refinement cycle(s) (weights are shared across cycles), which increases compute/reasoning depth without increasing parameter count.