llada-2.1-mini-nvfp4 / config.json
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{
"architectures": [
"LLaDA2MoeModelLM"
],
"attention_dropout": 0.0,
"auto_map": {
"AutoConfig": "configuration_llada2_moe.LLaDA2MoeConfig",
"AutoModel": "modeling_llada2_moe.LLaDA2MoeModel",
"AutoModelForCausalLM": "modeling_llada2_moe.LLaDA2MoeModelLM"
},
"dtype": "bfloat16",
"embedding_dropout": 0.0,
"first_k_dense_replace": 1,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 2048,
"initializer_range": 0.02,
"intermediate_size": 5120,
"max_position_embeddings": 32768,
"max_window_layers": 28,
"model_type": "llada2_moe",
"moe_intermediate_size": 512,
"moe_router_enable_expert_bias": true,
"n_group": 8,
"norm_head": false,
"norm_softmax": false,
"norm_topk_prob": true,
"num_attention_heads": 16,
"num_experts": 256,
"num_experts_per_tok": 8,
"num_hidden_layers": 20,
"num_key_value_heads": 4,
"num_shared_experts": 1,
"output_dropout": 0.0,
"output_router_logits": false,
"pad_token_id": 156892,
"partial_rotary_factor": 0.5,
"quantization_config": {
"config_groups": {
"group_0": {
"format": "nvfp4-pack-quantized",
"input_activations": {
"actorder": null,
"block_structure": null,
"dynamic": "local",
"group_size": 16,
"num_bits": 4,
"observer": "static_minmax",
"observer_kwargs": {},
"scale_dtype": "torch.float8_e4m3fn",
"strategy": "tensor_group",
"symmetric": true,
"type": "float",
"zp_dtype": null
},
"output_activations": null,
"targets": [
"Linear"
],
"weights": {
"actorder": null,
"block_structure": null,
"dynamic": false,
"group_size": 16,
"num_bits": 4,
"observer": "memoryless_minmax",
"observer_kwargs": {},
"scale_dtype": "torch.float8_e4m3fn",
"strategy": "tensor_group",
"symmetric": true,
"type": "float",
"zp_dtype": null
}
}
},
"format": "nvfp4-pack-quantized",
"global_compression_ratio": null,
"ignore": [
"lm_head"
],
"kv_cache_scheme": null,
"quant_method": "compressed-tensors",
"quantization_status": "compressed",
"sparsity_config": {},
"transform_config": {},
"version": "0.16.0"
},
"rms_norm_eps": 1e-06,
"rope_scaling": null,
"rope_theta": 600000,
"rotary_dim": 64,
"routed_scaling_factor": 2.5,
"router_dtype": "fp32",
"score_function": "sigmoid",
"sliding_window": 4096,
"tie_word_embeddings": false,
"topk_group": 4,
"transformers_version": "4.57.3",
"use_bias": false,
"use_cache": false,
"use_qk_norm": true,
"use_qkv_bias": false,
"use_rmsnorm": true,
"use_sliding_window": false,
"using_split_qkv_in_self_attention": false,
"vocab_size": 157184
}