FlyGPT / config.json
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cb5k real seed 1 trained 100k steps (best val 1.5778 @ 94k); five-seed result updated
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{
"model_type": "flygpt",
"architectures": [
"FlyGPTForCausalLM"
],
"auto_map": {
"AutoConfig": "configuration_flygpt.FlyGPTConfig",
"AutoModelForCausalLM": "modeling_flygpt.FlyGPTForCausalLM"
},
"vocab_size": 65,
"num_neurons": 5000,
"num_edges": 524324,
"embedding_dim": 32,
"num_input_neurons": 256,
"num_output_neurons": 512,
"microsteps": 2,
"activation": "tanh",
"learned_leak": true,
"leak_init": 0.5,
"degree_normalization": true,
"init_scale": 1.0,
"dtype": "bfloat16",
"training_steps": 100000,
"graph": {
"graph_name": "cb5k",
"condition": "real",
"control_seed": 1,
"source": "malecns-v1.0",
"region_filter": "central_brain",
"min_synapses": 3,
"hash": "f82b783b7ccb5a354fc4cf3de6de4a98d75029303c55f8faae28ab807828a007"
},
"training_state": {
"status": "trained",
"condition": "real",
"seed": 1,
"step": 94000,
"val_loss": 1.577788382768631,
"checkpoint": "checkpoints/flygpt-v0-100k/cb5k/real_seed1.pt",
"project": "flygpt-v0-100k"
}
}