siger_dipa_151M / checkpoints /lora /dipa_long /model_config.json
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{
"vocab_size": 16000,
"d_model": 576,
"n_layers": 14,
"d_state": 16,
"d_conv": 4,
"expand": 2,
"dt_rank": 72,
"dt_min": 0.001,
"dt_max": 0.1,
"dt_init": "random",
"dt_scale": 1.0,
"scan_chunk_size": 32,
"scan_impl": "segmented",
"scan_backend": "torch",
"ssm_scan_in_fp32": true,
"scan_segment_size": 2048,
"ssm_state_schedule": [
16,
32,
64
],
"dropout": 0.1,
"bias": false,
"activation": "silu",
"norm_type": "rmsnorm",
"norm_eps": 1e-06,
"norm_bias": false,
"max_seq_len": 2048,
"pad_token_id": 100258,
"model_kind": "causal_lm",
"input_modality": "text",
"output_modality": "text",
"tie_word_embeddings": true,
"initializer_range": 0.02,
"residual_scale_init": true,
"residual_in_fp32": true,
"gradient_checkpointing": false,
"model_alias": "SIGER",
"use_moe": true,
"moe_num_experts": 8,
"moe_top_k": 2,
"moe_expert_hidden_mult": 3,
"moe_layers_every": 2,
"moe_aux_loss_weight": 0.01,
"moe_router_jitter": 0.01,
"moe_z_loss_weight": 0.001,
"moe_hierarchy_enabled": true,
"moe_hierarchy_branching": 2,
"moe_hierarchy_aux_weight": 0.25,
"use_hybrid_attention": true,
"attn_layers_every": 7,
"attn_num_heads": 8,
"attn_window_size": 2048,
"use_rope": true,
"rope_theta": 1000000.0,
"attn_global_every": 6,
"attn_allow_global": false,
"attn_query_chunk_size": 256,
"attn_runtime_cache_limit": 16,
"rope_scaling_factor": 8.0,
"long_context_mode": true,
"stream_chunk_size": 256,
"memory_slots": 256,
"memory_top_k": 8,
"logits_chunk_size": 256,
"stream_detach_state": true,
"use_mtp": true,
"mtp_num_heads": 2,
"mtp_loss_weight": 0.0,
"model_base_name": "SIGER"
}