{ "model_type": "gary-neuron-chat", "cortex": "gary-4-petite (4L/4H/96d/ctx128, vocab2048) fine-tuned on SODA dialogue", "plastic_memory": "softmax-attention Hebbian read over conversation; ~6k params (Wq 96x64 + bN,rdec,g)", "timescales": { "fast": "within-conversation memory (no weight change)", "slow": "sleep consolidation w/ experience replay" }, "cortex_params": 656448, "memory_params": 6147, "results": { "fact_recall_memory_on": 1.0, "fact_recall_memory_off": 0.0, "sleep_session_loss": [ 5.73, 4.1 ], "sleep_base_ppl": [ 29.4, 30.7 ] }, "dependencies": "numpy, tokenizers", "n_layer": 8, "n_params": 1109952, "arch": "gpt-numpy E96 H4 L8 BLK192 + plastic hippocampus + episodic store + yes/no + corrections + gary-neuron parietal", "val_loss": 2.4152, "val_ppl": 11.2, "block_size": 192 }