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SentinelBrain-14B-MoE v0.1 — step 2471, val_loss 1.9926, 178,110,464 tokens trained on AMD MI300X
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{
"architectures": [
"SentinelBrainForCausalLM"
],
"model_type": "sentinelbrain",
"vocab_size": 100277,
"hidden_size": 4096,
"num_hidden_layers": 24,
"num_attention_heads": 32,
"num_key_value_heads": 8,
"intermediate_size": 11008,
"max_position_embeddings": 2048,
"rope_theta": 500000.0,
"rms_norm_eps": 1e-05,
"tie_word_embeddings": true,
"torch_dtype": "bfloat16",
"num_local_experts": 4,
"num_experts_per_tok": 2,
"max_experts": 256,
"routing_mode": "token_choice",
"expert_capacity_factor": 1.25,
"router_aux_loss_coeff": 0.01,
"router_z_loss_coeff": 0.001,
"training_step": 2471,
"training_val_loss": 1.9925728058815002,
"training_tokens": 178110464
}