ZAYA1-8B-BNB / INT8 /config.json
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{
"activation_func": "swiglu",
"activation_func_fp8_input_store": false,
"add_bias_linear": false,
"architectures": [
"ZayaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bias_activation_fusion": true,
"bos_token_id": 2,
"cca": true,
"cca_num_q_heads": 8,
"cca_time0": 2,
"cca_time1": 2,
"clamp_temp": false,
"dtype": "bfloat16",
"eos_token_id": 106,
"ffn_hidden_size": 4096,
"gated_linear_unit": true,
"hidden_size": 2048,
"kv_channels": 128,
"lm_head_bias": false,
"mamba_cache_dtype": "float32",
"max_position_embeddings": 131072,
"model_type": "zaya",
"moe_router_topk": 1,
"norm_epsilon": 1e-05,
"normalization": "RMSNorm",
"num_attention_heads": 16,
"num_experts": 16,
"num_hidden_layers": 80,
"num_key_value_heads": 2,
"num_query_groups": 2,
"pad_token_id": 0,
"partial_rotary_factor": 0.5,
"quantization_config": {
"_load_in_4bit": false,
"_load_in_8bit": true,
"bnb_4bit_compute_dtype": "float32",
"bnb_4bit_quant_storage": "uint8",
"bnb_4bit_quant_type": "fp4",
"bnb_4bit_use_double_quant": false,
"llm_int8_enable_fp32_cpu_offload": false,
"llm_int8_has_fp16_weight": false,
"llm_int8_skip_modules": null,
"llm_int8_threshold": 6.0,
"load_in_4bit": false,
"load_in_8bit": true,
"quant_method": "bitsandbytes"
},
"residual_in_fp32": true,
"rope_scaling": false,
"rope_theta": 5000000,
"scale_residual_merge": true,
"sliding_window": null,
"swa_layers": null,
"swa_rotary_base": null,
"transformers_version": "4.57.1",
"use_cache": true,
"vocab_size": 262272,
"zaya_mlp_expansion": 256,
"zaya_use_eda": true,
"zaya_use_mod": true
}