{ "architectures": [ "RizeForCausalLM" ], "attention_arch": "kimi_linear", "attention_bias": false, "attention_dropout": 0.0, "auto_map": { "AutoConfig": "configuration_rize.RizeConfig", "AutoModel": "modeling_rize.RizeModel", "AutoModelForCausalLM": "modeling_rize.RizeForCausalLM" }, "aux_loss_alpha": 0.0, "auxfree_bias_clip": 5.0, "auxfree_bias_lr": 0.0, "auxfree_update_interval": 8, "block_diag_causal_mask": true, "bos_token_id": null, "collect_moe_stats": true, "doc_sep_token": null, "doc_sep_token_id": null, "dtype": "bfloat16", "eos_token_id": 151645, "ep_size": 1, "first_k_dense_replace": 1, "force_chunk_attention": true, "force_chunk_mode": true, "force_training_chunk_mode": true, "freeze_router_on_sft": true, "global_lbl_buffer_across_ga": true, "global_lbl_enabled": true, "global_lbl_sync_across_ranks": true, "hidden_act": "silu", "hidden_size": 1536, "initializer_range": 0.02, "intermediate_size": 8192, "kv_lora_rank": 512, "linear_attn_config": { "full_attn_layers": [ 4, 8, 12, 16, 19 ], "head_dim": 128, "kda_layers": [ 1, 2, 3, 5, 6, 7, 9, 10, 11, 13, 14, 15, 17, 18 ], "num_heads": 12, "short_conv_kernel_size": 4 }, "linear_ce_impl": "cce_exact", "max_position_embeddings": 32768, "model_type": "rize", "moe_intermediate_size": 704, "moe_layer_freq": 1, "moe_router_active_only": true, "n_group": 1, "n_routed_experts": 64, "n_shared_experts": 1, "norm_topk_prob": true, "num_attention_heads": 12, "num_experts_per_tok": 4, "num_hidden_layers": 19, "num_key_value_heads": 12, "num_nextn_predict_layers": 0, "pad_token_id": 151643, "pretraining_tp": 1, "prompt_loss_weight": 0.1, "q_lora_rank": null, "qk_nope_head_dim": 128, "qk_rope_head_dim": 64, "reset_position_ids_per_sample": true, "return_logits_in_train": false, "rms_norm_eps": 1e-05, "rope_beta_fast": 32.0, "rope_beta_slow": 1.0, "rope_mscale": 1.0, "rope_mscale_all_dim": 1.0, "rope_original_max_position_embeddings": 8192, "rope_scaling": { "beta_fast": 32.0, "beta_slow": 1.0, "factor": 4.0, "mscale": 1.0, "mscale_all_dim": 1.0, "original_max_position_embeddings": 8192, "rope_type": "yarn", "type": "yarn" }, "rope_scaling_factor": 4.0, "rope_scaling_type": "yarn", "rope_theta": 50000.0, "routed_scaling_factor": 1.9984212625219382, "sample_sep_is_eos": true, "sample_sep_token": "<|im_end|>", "sample_sep_token_id": 151645, "scoring_func": "sigmoid", "seq_aux": false, "tie_word_embeddings": false, "topk_group": 1, "topk_method": "noaux_tc", "transformers_version": "4.57.3", "use_cache": false, "use_doc_sep": false, "use_linear_ce": true, "v_head_dim": 128, "vocab_size": 151669 }