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iluvatar_w4a8_w8a8_quant/dev/online_quant_configs/MiniMax-M2.5-w4a8/config.json

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{
"architectures": [
"MiniMaxM2ForCausalLM"
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"auto_map": {
"AutoConfig": "configuration_minimax_m2.MiniMaxM2Config",
"AutoModelForCausalLM": "modeling_minimax_m2.MiniMaxM2ForCausalLM"
},
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 3072,
"intermediate_size": 1536,
"max_position_embeddings": 196608,
"model_type": "minimax_m2",
"mtp_transformer_layers": 1,
"num_attention_heads": 48,
"num_experts_per_tok": 8,
"num_hidden_layers": 62,
"num_key_value_heads": 8,
"num_local_experts": 256,
"num_mtp_modules": 3,
"qk_norm_type": "per_layer",
"rms_norm_eps": 1e-06,
"rope_theta": 5000000,
"rotary_dim": 64,
"scoring_func": "sigmoid",
"shared_intermediate_size": 0,
"tie_word_embeddings": false,
"transformers_version": "4.46.1",
"use_cache": true,
"use_mtp": true,
"use_qk_norm": true,
"use_routing_bias": true,
"vocab_size": 200064,
"quantization_config": {
"config_groups": {
"group_0": {
"input_activations": {
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"dynamic": true,
"group_size": null,
"num_bits": 8,
"observer": "memoryless",
"observer_kwargs": {},
"strategy": "token",
"symmetric": true,
"type": "int"
},
"output_activations": null,
"targets": [
"Linear"
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"weights": {
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"dynamic": false,
"group_size": null,
"num_bits": 8,
"observer": "minmax",
"observer_kwargs": {},
"strategy": "channel",
"symmetric": true,
"type": "int"
}
}
},
"format": "int-quantized",
"global_compression_ratio": 1.0,
"ignore": [
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"re:model.layers.\\d+.input_layernorm.weight",
"re:model.layers.\\d+.self_attn.*",
"re:model.layers.\\d+.post_attention_layernorm.weight",
"re:model.layers.\\d+.block_sparse_moe.gate.weight",
"re:model.layers.\\d+.block_sparse_moe.e_score_correction_bias",
"model.norm.weight",
"lm_head.weight"
],
"kv_cache_scheme": null,
"quant_method": "compressed-tensors",
"quantization_status": "frozen"
}
}