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config.json ADDED
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+ {
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+ "model_type": "complexity-deep",
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+ "architecture": "DeepForCausalLM",
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+ "version": "0.13.0",
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+
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+ "vocab_size": 32000,
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+ "hidden_size": 2048,
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+ "intermediate_size": 5632,
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+ "num_hidden_layers": 24,
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+ "num_attention_heads": 16,
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+ "num_key_value_heads": 8,
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+
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+ "max_position_embeddings": 2048,
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+ "rope_theta": 10000.0,
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+
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+ "rms_norm_eps": 1e-6,
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+ "attention_dropout": 0.0,
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+ "hidden_act": "silu",
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+
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+ "tie_word_embeddings": true,
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+ "initializer_range": 0.02,
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+
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+ "pad_token_id": 1,
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+ "bos_token_id": 2,
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+ "eos_token_id": 0,
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+
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+ "use_token_routed_mlp": true,
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+ "num_experts": 4,
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+
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+ "use_qk_norm": true,
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+ "use_sdpa": true,
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+ "sliding_window": null,
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+
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+ "dynamics_alpha": 0.9,
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+ "dynamics_beta": 0.1,
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+ "dynamics_gate": 0.5,
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+ "dynamics_dt": 0.1,
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+ "dynamics_controller_hidden": 64,
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+
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+ "parameters": "~1.47B",
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+ "innovations": [
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+ "KQV Order (v0.13.0) - industry standard like Qwen, Llama, GPT",
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+ "Mu-Guided KQV (INL 2025) - mu biases K, Q, AND V",
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+ "Mu-Guided Expert Routing - mu influences MLP expert selection",
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+ "Mu Residual Highway - accumulated context across layers",
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+ "Token-Routed MLP with mu override",
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+ "INL Dynamics with velocity tracking",
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+ "Grouped Query Attention (GQA)",
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+ "RoPE positional embeddings",
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+ "QK Normalization",
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+ "Flash Attention (SDPA)"
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+ ]
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+ }