File size: 97,034 Bytes
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INFO:hf-to-gguf:Loading model: hf
INFO:hf-to-gguf:Model architecture: Qwen3_5MoeForConditionalGeneration
INFO:hf-to-gguf:gguf: loading model weight map from 'model.safetensors.index.json'
INFO:hf-to-gguf:gguf: indexing model part 'model-00001-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00002-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00003-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00004-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00005-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00006-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00007-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00008-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00009-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00010-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00011-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00012-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00013-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00014-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00015-of-00016.safetensors'
INFO:hf-to-gguf:gguf: indexing model part 'model-00016-of-00016.safetensors'
INFO:gguf.gguf_writer:gguf: This GGUF file is for Little Endian only
INFO:hf-to-gguf:Exporting model...
INFO:hf-to-gguf:token_embd.weight,                    torch.bfloat16 --> BF16, shape = {2048, 248320}
INFO:hf-to-gguf:blk.0.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.0.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.0.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.0.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.0.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.0.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.0.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.0.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.0.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.0.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.0.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.0.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.0.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.0.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.0.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.0.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.0.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.0.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.0.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.1.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.1.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.1.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.1.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.1.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.1.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.1.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.1.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.1.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.1.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.1.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.1.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.1.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.1.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.1.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.1.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.1.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.1.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.1.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.2.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.2.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.2.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.2.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.2.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.2.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.2.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.2.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.2.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.2.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.2.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.2.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.2.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.2.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.2.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.2.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.2.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.2.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.2.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.3.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.3.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.3.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.3.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.3.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.3.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.3.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.3.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.3.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.3.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.3.attn_k_norm.weight,             torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.3.attn_k.weight,                  torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.3.attn_output.weight,             torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.3.attn_q_norm.weight,             torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.3.attn_q.weight,                  torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.3.attn_v.weight,                  torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.4.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.4.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.4.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.4.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.4.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.4.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.4.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.4.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.4.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.4.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.4.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.4.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.4.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.4.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.4.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.4.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.4.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.4.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.4.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.5.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.5.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.5.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.5.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.5.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.5.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.5.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.5.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.5.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.5.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.5.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.5.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.5.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.5.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.5.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.5.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.5.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.5.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.5.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.6.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.6.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.6.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.6.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.6.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.6.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.6.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.6.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.6.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.6.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.6.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.6.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.6.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.6.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.6.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.6.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.6.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.6.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.6.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.7.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.7.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.7.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.7.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.7.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.7.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.7.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.7.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.7.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.7.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.7.attn_k_norm.weight,             torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.7.attn_k.weight,                  torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.7.attn_output.weight,             torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.7.attn_q_norm.weight,             torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.7.attn_q.weight,                  torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.7.attn_v.weight,                  torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.8.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.8.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.8.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.8.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.8.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.8.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.8.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.8.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.8.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.8.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.8.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.8.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.8.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.8.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.8.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.8.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.8.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.8.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.8.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.9.attn_norm.weight,               torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.9.ssm_a,                          torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.9.ssm_conv1d.weight,              torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.9.ssm_dt.bias,                    torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.9.ssm_alpha.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.9.ssm_beta.weight,                torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.9.attn_qkv.weight,                torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.9.attn_gate.weight,               torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.9.ssm_norm.weight,                torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.9.ssm_out.weight,                 torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.9.ffn_gate_exps.weight,           torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.9.ffn_up_exps.weight,             torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.9.ffn_gate_inp.weight,            torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.9.ffn_down_shexp.weight,          torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.9.ffn_gate_shexp.weight,          torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.9.ffn_up_shexp.weight,            torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.9.ffn_gate_inp_shexp.weight,      torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.10.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.10.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.10.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.10.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.10.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.10.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.10.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.10.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.10.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.10.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.10.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.10.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.10.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.10.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.10.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.10.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.10.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.10.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.10.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.11.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.11.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.11.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.11.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.11.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.11.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.11.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.11.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.11.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.11.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.11.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.11.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.11.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.11.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.11.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.11.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.12.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.12.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.12.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.12.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.12.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.12.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.12.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.12.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.12.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.12.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.12.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.12.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.12.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.12.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.12.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.9.ffn_down_exps.weight,           torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.9.post_attention_norm.weight,     torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.12.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.12.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.12.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.12.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.13.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.13.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.13.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.13.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.13.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.13.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.13.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.13.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.13.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.13.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.13.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.13.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.13.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.13.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.13.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.13.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.13.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.13.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.13.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.14.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.14.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.14.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.14.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.14.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.14.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.14.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.14.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.14.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.14.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.14.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.14.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.14.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.14.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.14.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.14.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.14.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.14.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.14.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.15.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.15.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.15.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.15.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.15.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.15.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.15.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.15.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.15.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.15.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.15.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.15.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.15.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.15.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.15.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.15.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.16.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.16.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.16.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.16.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.16.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.16.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.16.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.16.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.16.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.16.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.16.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.16.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.16.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.16.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.16.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.16.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.16.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.16.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.16.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.17.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.17.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.17.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.17.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.17.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.17.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.17.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.17.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.17.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.17.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.17.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.17.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.17.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.17.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.17.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.17.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.17.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.17.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.17.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.18.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.18.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.18.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.18.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.18.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.18.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.18.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.18.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.18.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.18.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.18.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.18.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.18.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.18.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.18.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.18.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.18.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.18.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.18.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.19.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.19.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.19.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.19.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.19.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.19.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.19.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.19.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.19.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.19.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.19.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.19.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.19.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.19.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.19.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.19.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.20.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.20.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.20.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.20.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.20.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.20.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.20.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.20.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.20.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.20.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.20.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.20.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.20.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.20.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.20.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.20.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.20.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.20.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.20.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.21.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.21.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.21.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.21.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.21.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.21.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.21.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.21.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.21.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.21.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.21.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.21.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.21.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.21.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.21.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.21.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.21.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.21.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.21.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.22.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.22.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.22.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.22.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.22.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.22.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.22.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.22.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.22.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.22.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.22.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.22.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.22.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.22.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.22.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.22.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.22.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.22.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.22.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.23.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.23.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.23.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.23.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.23.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.23.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.23.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.23.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.23.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.23.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.23.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.23.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.23.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.23.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.23.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.23.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.24.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.24.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.24.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.24.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.24.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.24.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.24.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.24.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.24.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.24.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.24.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.24.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.24.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.24.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.24.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.24.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.24.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.24.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.24.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.25.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.25.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.25.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.25.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.25.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.25.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.25.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.25.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.25.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.25.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.25.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.25.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.25.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.25.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.25.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.25.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.25.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.25.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.25.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.26.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.26.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.26.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.26.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.26.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.26.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.26.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.26.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.26.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.26.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.26.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.26.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.26.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.26.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.26.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.26.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.26.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.26.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.26.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.27.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.27.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.27.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.27.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.27.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.27.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.27.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.27.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.27.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.27.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.27.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.27.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.27.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.27.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.27.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.27.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.28.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.28.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.28.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.28.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.28.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.28.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.28.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.28.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.28.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.28.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.28.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.28.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.28.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.28.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.28.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.28.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.28.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.28.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.28.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.29.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.29.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.29.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.29.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.29.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.29.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.29.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.29.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.29.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.29.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.29.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.29.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.29.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.29.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.29.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.29.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.29.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.29.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.29.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.30.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.30.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.30.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.30.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.30.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.30.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.30.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.30.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.30.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.30.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.30.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.30.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.30.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.30.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.30.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.30.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.30.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.30.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.30.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.31.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.31.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.31.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.31.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.31.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.31.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.31.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.31.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.31.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.31.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.31.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.31.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.31.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.31.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.31.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.31.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.32.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.32.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.32.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.32.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.32.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.32.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.32.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.32.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.32.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.32.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.32.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.32.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.32.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.32.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.32.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.32.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.32.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.32.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.32.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.33.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.33.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.33.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.33.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.33.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.33.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.33.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.33.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.33.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.33.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.33.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.33.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.33.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.33.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.33.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.33.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.33.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.33.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.33.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.34.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.34.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.34.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.34.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.34.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.34.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.34.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.34.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.34.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.34.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.34.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.34.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.34.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.34.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.34.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.34.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.34.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.34.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.34.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.35.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.35.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.35.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.35.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.35.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.35.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.35.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.35.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.35.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.35.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.35.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.35.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.35.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.35.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.35.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.35.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.36.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.36.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.36.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.36.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.36.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.36.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.36.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.36.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.36.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.36.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.36.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.36.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.36.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.36.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.36.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.36.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.36.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.36.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.36.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.37.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.37.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.37.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.37.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.37.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.37.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.37.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.37.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.37.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.37.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.37.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.37.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.37.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.37.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.37.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.37.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.37.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.37.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.37.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.38.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.38.ssm_a,                         torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.38.ssm_conv1d.weight,             torch.bfloat16 --> F32, shape = {4, 8192}
INFO:hf-to-gguf:blk.38.ssm_dt.bias,                   torch.bfloat16 --> F32, shape = {32}
INFO:hf-to-gguf:blk.38.ssm_alpha.weight,              torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.38.ssm_beta.weight,               torch.bfloat16 --> BF16, shape = {2048, 32}
INFO:hf-to-gguf:blk.38.attn_qkv.weight,               torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.38.attn_gate.weight,              torch.bfloat16 --> BF16, shape = {2048, 4096}
INFO:hf-to-gguf:blk.38.ssm_norm.weight,               torch.bfloat16 --> F32, shape = {128}
INFO:hf-to-gguf:blk.38.ssm_out.weight,                torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.38.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.38.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.38.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.38.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.38.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.38.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.38.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.38.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.38.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:output.weight,                        torch.bfloat16 --> BF16, shape = {2048, 248320}
INFO:hf-to-gguf:blk.39.attn_norm.weight,              torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.39.ffn_down_exps.weight,          torch.bfloat16 --> BF16, shape = {512, 2048, 256}
INFO:hf-to-gguf:blk.39.ffn_gate_exps.weight,          torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.39.ffn_up_exps.weight,            torch.bfloat16 --> BF16, shape = {2048, 512, 256}
INFO:hf-to-gguf:blk.39.ffn_gate_inp.weight,           torch.bfloat16 --> F32, shape = {2048, 256}
INFO:hf-to-gguf:blk.39.ffn_down_shexp.weight,         torch.bfloat16 --> BF16, shape = {512, 2048}
INFO:hf-to-gguf:blk.39.ffn_gate_shexp.weight,         torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.39.ffn_up_shexp.weight,           torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.39.ffn_gate_inp_shexp.weight,     torch.bfloat16 --> F32, shape = {2048, 1}
INFO:hf-to-gguf:blk.39.post_attention_norm.weight,    torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:blk.39.attn_k_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.39.attn_k.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:blk.39.attn_output.weight,            torch.bfloat16 --> BF16, shape = {4096, 2048}
INFO:hf-to-gguf:blk.39.attn_q_norm.weight,            torch.bfloat16 --> F32, shape = {256}
INFO:hf-to-gguf:blk.39.attn_q.weight,                 torch.bfloat16 --> BF16, shape = {2048, 8192}
INFO:hf-to-gguf:blk.39.attn_v.weight,                 torch.bfloat16 --> BF16, shape = {2048, 512}
INFO:hf-to-gguf:output_norm.weight,                   torch.bfloat16 --> F32, shape = {2048}
INFO:hf-to-gguf:Set meta model
INFO:hf-to-gguf:Set model parameters
INFO:hf-to-gguf:gguf: context length = 262144
INFO:hf-to-gguf:gguf: embedding length = 2048
INFO:hf-to-gguf:gguf: head count = 16
INFO:hf-to-gguf:gguf: key-value head count = 2
WARNING:hf-to-gguf:Unknown RoPE type: default
INFO:hf-to-gguf:gguf: rope scaling type = NONE
INFO:hf-to-gguf:gguf: mrope sections: [11, 11, 10, 0]
INFO:hf-to-gguf:gguf: rope theta = 10000000
INFO:hf-to-gguf:gguf: rms norm epsilon = 1e-06
INFO:hf-to-gguf:gguf: expert count = 256
INFO:hf-to-gguf:gguf: experts used count = 8
INFO:hf-to-gguf:gguf: file type = 32
INFO:hf-to-gguf:gguf: expert feed forward length = 512
INFO:hf-to-gguf:gguf: expert shared feed forward length = 512
INFO:hf-to-gguf:Set model quantization version
INFO:hf-to-gguf:Set model tokenizer
INFO:gguf.vocab:Adding 247587 merge(s).
INFO:gguf.vocab:Setting special token type eos to 248046
INFO:gguf.vocab:Setting special token type pad to 248044
INFO:gguf.vocab:Setting chat_template to {%- set image_count = namespace(value=0) %}
{%- set video_count = namespace(value=0) %}
{%- macro render_content(content, do_vision_count, is_system_content=false) %}
    {%- if content is string %}
        {{- content }}
    {%- elif content is iterable and content is not mapping %}
        {%- for item in content %}
            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
                {%- if is_system_content %}
                    {{- raise_exception('System message cannot contain images.') }}
                {%- endif %}
                {%- if do_vision_count %}
                    {%- set image_count.value = image_count.value + 1 %}
                {%- endif %}
                {%- if add_vision_id %}
                    {{- 'Picture ' ~ image_count.value ~ ': ' }}
                {%- endif %}
                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
            {%- elif 'video' in item or item.type == 'video' %}
                {%- if is_system_content %}
                    {{- raise_exception('System message cannot contain videos.') }}
                {%- endif %}
                {%- if do_vision_count %}
                    {%- set video_count.value = video_count.value + 1 %}
                {%- endif %}
                {%- if add_vision_id %}
                    {{- 'Video ' ~ video_count.value ~ ': ' }}
                {%- endif %}
                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
            {%- elif 'text' in item %}
                {{- item.text }}
            {%- else %}
                {{- raise_exception('Unexpected item type in content.') }}
            {%- endif %}
        {%- endfor %}
    {%- elif content is none or content is undefined %}
        {{- '' }}
    {%- else %}
        {{- raise_exception('Unexpected content type.') }}
    {%- endif %}
{%- endmacro %}
{%- if not messages %}
    {{- raise_exception('No messages provided.') }}
{%- endif %}
{%- if tools and tools is iterable and tools is not mapping %}
    {{- '<|im_start|>system\n' }}
    {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
    {%- for tool in tools %}
        {{- "\n" }}
        {{- tool | tojson }}
    {%- endfor %}
    {{- "\n</tools>" }}
    {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
    {%- if messages[0].role == 'system' %}
        {%- set content = render_content(messages[0].content, false, true)|trim %}
        {%- if content %}
            {{- '\n\n' + content }}
        {%- endif %}
    {%- endif %}
    {{- '<|im_end|>\n' }}
{%- else %}
    {%- if messages[0].role == 'system' %}
        {%- set content = render_content(messages[0].content, false, true)|trim %}
        {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
    {%- endif %}
{%- endif %}
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
{%- for message in messages[::-1] %}
    {%- set index = (messages|length - 1) - loop.index0 %}
    {%- if ns.multi_step_tool and message.role == "user" %}
        {%- set content = render_content(message.content, false)|trim %}
        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
            {%- set ns.multi_step_tool = false %}
            {%- set ns.last_query_index = index %}
        {%- endif %}
    {%- endif %}
{%- endfor %}
{%- if ns.multi_step_tool %}
    {{- raise_exception('No user query found in messages.') }}
{%- endif %}
{%- for message in messages %}
    {%- set content = render_content(message.content, true)|trim %}
    {%- if message.role == "system" %}
        {%- if not loop.first %}
            {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
        {%- endif %}
    {%- elif message.role == "user" %}
        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
    {%- elif message.role == "assistant" %}
        {%- set reasoning_content = '' %}
        {%- if message.reasoning_content is string %}
            {%- set reasoning_content = message.reasoning_content %}
        {%- else %}
            {%- if '</think>' in content %}
                {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
                {%- set content = content.split('</think>')[-1].lstrip('\n') %}
            {%- endif %}
        {%- endif %}
        {%- set reasoning_content = reasoning_content|trim %}
        {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
            {%- for tool_call in message.tool_calls %}
                {%- if tool_call.function is defined %}
                    {%- set tool_call = tool_call.function %}
                {%- endif %}
                {%- if loop.first %}
                    {%- if content|trim %}
                        {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
                    {%- else %}
                        {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
                    {%- endif %}
                {%- else %}
                    {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
                {%- endif %}
                {%- if tool_call.arguments is defined %}
                    {%- for args_name, args_value in tool_call.arguments|items %}
                        {{- '<parameter=' + args_name + '>\n' }}
                        {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
                        {{- args_value }}
                        {{- '\n</parameter>\n' }}
                    {%- endfor %}
                {%- endif %}
                {{- '</function>\n</tool_call>' }}
            {%- endfor %}
        {%- endif %}
        {{- '<|im_end|>\n' }}
    {%- elif message.role == "tool" %}
        {%- if loop.previtem and loop.previtem.role != "tool" %}
            {{- '<|im_start|>user' }}
        {%- endif %}
        {{- '\n<tool_response>\n' }}
        {{- content }}
        {{- '\n</tool_response>' }}
        {%- if not loop.last and loop.nextitem.role != "tool" %}
            {{- '<|im_end|>\n' }}
        {%- elif loop.last %}
            {{- '<|im_end|>\n' }}
        {%- endif %}
    {%- else %}
        {{- raise_exception('Unexpected message role.') }}
    {%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
    {{- '<|im_start|>assistant\n' }}
    {%- if reasoning_effort is not defined or reasoning_effort is none %}
        {{- '<think>' }}
    {%- elif reasoning_effort == 'none' %}
        {{- '<think>\n\n</think>\n\n' }}
    {%- elif reasoning_effort == 'high' %}
        {{- '<think>\n' }}
    {%- else %}
        {{- '<think>' }}
    {%- endif %}
{%- endif %}

INFO:gguf.gguf_writer:Writing the following files:
INFO:gguf.gguf_writer:gguf/Nex-N2.5-mini-BF16.gguf: n_tensors = 733, total_size = 69.4G

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Writing:  30%|β–ˆβ–ˆβ–‰       | 20.6G/69.4G [01:20<03:26, 237Mbyte/s]
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Writing:  31%|β–ˆβ–ˆβ–ˆβ–      | 21.8G/69.4G [01:26<03:42, 214Mbyte/s]
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Writing:  40%|β–ˆβ–ˆβ–ˆβ–ˆ      | 27.9G/69.4G [01:52<02:50, 244Mbyte/s]
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Writing:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž     | 30.2G/69.4G [02:02<03:03, 213Mbyte/s]
Writing:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–     | 30.8G/69.4G [02:04<02:40, 241Mbyte/s]
Writing:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 31.3G/69.4G [02:07<02:45, 230Mbyte/s]
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Writing:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ     | 31.9G/69.4G [02:10<02:55, 213Mbyte/s]
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Writing:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 33.0G/69.4G [02:14<02:33, 236Mbyte/s]
Writing:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š     | 33.5G/69.4G [02:17<02:41, 222Mbyte/s]
Writing:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 34.1G/69.4G [02:20<02:42, 217Mbyte/s]
Writing:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 34.6G/69.4G [02:21<02:26, 238Mbyte/s]
Writing:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 34.6G/69.4G [02:21<02:27, 235Mbyte/s]
Writing:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 34.7G/69.4G [02:22<02:26, 236Mbyte/s]
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Writing:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 34.8G/69.4G [02:22<02:25, 238Mbyte/s]
Writing:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ     | 35.3G/69.4G [02:25<02:38, 214Mbyte/s]
Writing:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 35.8G/69.4G [02:27<02:36, 214Mbyte/s]
Writing:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 36.4G/69.4G [02:29<02:17, 239Mbyte/s]
Writing:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 36.4G/69.4G [02:29<02:19, 236Mbyte/s]
Writing:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 36.4G/69.4G [02:29<02:19, 236Mbyte/s]
Writing:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž    | 37.0G/69.4G [02:32<02:28, 218Mbyte/s]
Writing:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 37.5G/69.4G [02:34<02:28, 215Mbyte/s]
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Writing:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–    | 38.1G/69.4G [02:37<02:13, 235Mbyte/s]
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Writing:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 38.7G/69.4G [02:39<02:21, 217Mbyte/s]
Writing:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 39.2G/69.4G [02:42<02:19, 217Mbyte/s]
Writing:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹    | 39.7G/69.4G [02:44<02:03, 240Mbyte/s]
Writing:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š    | 40.3G/69.4G [02:46<02:09, 224Mbyte/s]
Writing:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 40.8G/69.4G [02:49<02:09, 220Mbyte/s]
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Writing:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰    | 41.5G/69.4G [02:51<01:57, 238Mbyte/s]
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Writing:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 42.6G/69.4G [02:56<02:04, 216Mbyte/s]
Writing:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 43.1G/69.4G [02:58<01:49, 240Mbyte/s]
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Writing:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 43.2G/69.4G [02:59<01:51, 235Mbyte/s]
Writing:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 43.7G/69.4G [03:01<02:00, 213Mbyte/s]
Writing:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 44.2G/69.4G [03:03<01:38, 255Mbyte/s]
Writing:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–   | 44.8G/69.4G [03:06<01:47, 229Mbyte/s]
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Writing:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–  | 51.6G/69.4G [03:36<01:17, 231Mbyte/s]
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Writing:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 57.2G/69.4G [04:00<00:43, 281Mbyte/s]
Writing:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 57.7G/69.4G [04:01<00:38, 306Mbyte/s]
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Writing:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 60.5G/69.4G [04:14<00:38, 230Mbyte/s]
Writing:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 61.0G/69.4G [04:15<00:32, 261Mbyte/s]
Writing:  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 61.6G/69.4G [04:17<00:28, 272Mbyte/s]
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Writing:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 62.2G/69.4G [04:20<00:30, 232Mbyte/s]
Writing:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 62.8G/69.4G [04:23<00:29, 224Mbyte/s]
Writing:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 63.3G/69.4G [04:25<00:24, 246Mbyte/s]
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Writing:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 63.4G/69.4G [04:25<00:24, 242Mbyte/s]
Writing:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 63.9G/69.4G [04:27<00:22, 239Mbyte/s]
Writing:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 64.4G/69.4G [04:29<00:18, 261Mbyte/s]
Writing:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 65.0G/69.4G [04:31<00:15, 286Mbyte/s]
Writing:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 65.0G/69.4G [04:31<00:15, 282Mbyte/s]
Writing:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 65.1G/69.4G [04:31<00:15, 283Mbyte/s]
Writing:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 65.6G/69.4G [04:33<00:14, 266Mbyte/s]
Writing:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 66.1G/69.4G [04:35<00:11, 277Mbyte/s]
Writing:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 66.7G/69.4G [04:37<00:09, 291Mbyte/s]
Writing:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 67.7G/69.4G [04:41<00:06, 267Mbyte/s]
Writing:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 68.2G/69.4G [04:43<00:04, 243Mbyte/s]
Writing:  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 68.8G/69.4G [04:45<00:02, 251Mbyte/s]
Writing: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 69.3G/69.4G [04:47<00:00, 261Mbyte/s]
Writing: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 69.3G/69.4G [04:47<00:00, 259Mbyte/s]
Writing: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 69.4G/69.4G [04:48<00:00, 261Mbyte/s]
Writing: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 69.4G/69.4G [04:48<00:00, 241Mbyte/s]
INFO:hf-to-gguf:Model successfully exported to gguf/Nex-N2.5-mini-BF16.gguf