python convert_hf_to_gguf.py --outtype tq2_0  /home/user/Storage/1bitLLM_bitnet_b1_58-large-instruct-v2
INFO:hf-to-gguf:Loading model: 1bitLLM_bitnet_b1_58-large-instruct-v2
INFO:gguf.gguf_writer:gguf: This GGUF file is for Little Endian only
INFO:hf-to-gguf:Exporting model...
INFO:hf-to-gguf:gguf: loading model part 'model.safetensors'
INFO:hf-to-gguf:token_embd.weight,           torch.float32 --> F16, shape = {1536, 32002}
INFO:hf-to-gguf:blk.0.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.0.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.0.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.0.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.0.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.0.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.0.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.0.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.0.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.0.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.0.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.1.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.1.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.1.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.1.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.1.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.1.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.1.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.1.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.1.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.1.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.1.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.10.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.10.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.10.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.10.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.10.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.10.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.10.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.10.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.10.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.10.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.10.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.11.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.11.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.11.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.11.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.11.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.11.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.11.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.11.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.11.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.11.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.11.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.12.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.12.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.12.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.12.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.12.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.12.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.12.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.12.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.12.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.12.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.12.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.13.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.13.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.13.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.13.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.13.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.13.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.13.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.13.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.13.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.13.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.13.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.14.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.14.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.14.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.14.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.14.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.14.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.14.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.14.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.14.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.14.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.14.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.15.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.15.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.15.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.15.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.15.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.15.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.15.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.15.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.15.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.15.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.15.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.16.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.16.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.16.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.16.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.16.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.16.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.16.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.16.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.16.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.16.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.16.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.17.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.17.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.17.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.17.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.17.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.17.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.17.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.17.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.17.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.17.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.17.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.18.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.18.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.18.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.18.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.18.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.18.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.18.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.18.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.18.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.18.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.18.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.19.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.19.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.19.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.19.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.19.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.19.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.19.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.19.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.19.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.19.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.19.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.2.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.2.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.2.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.2.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.2.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.2.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.2.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.2.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.2.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.2.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.2.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.20.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.20.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.20.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.20.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.20.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.20.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.20.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.20.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.20.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.20.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.20.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.21.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.21.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.21.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.21.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.21.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.21.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.21.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.21.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.21.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.21.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.21.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.22.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.22.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.22.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.22.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.22.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.22.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.22.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.22.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.22.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.22.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.22.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.23.attn_norm.weight,     torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.23.ffn_down.weight,      torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.23.ffn_sub_norm.weight,  torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.23.ffn_gate.weight,      torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.23.ffn_up.weight,        torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.23.ffn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.23.attn_sub_norm.weight, torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.23.attn_k.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.23.attn_output.weight,   torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.23.attn_q.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.23.attn_v.weight,        torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.3.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.3.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.3.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.3.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.3.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.3.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.3.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.3.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.3.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.3.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.3.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.4.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.4.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.4.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.4.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.4.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.4.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.4.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.4.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.4.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.4.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.4.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.5.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.5.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.5.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.5.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.5.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.5.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.5.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.5.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.5.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.5.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.5.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.6.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.6.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.6.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.6.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.6.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.6.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.6.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.6.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.6.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.6.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.6.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.7.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.7.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.7.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.7.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.7.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.7.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.7.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.7.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.7.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.7.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.7.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.8.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.8.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.8.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.8.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.8.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.8.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.8.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.8.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.8.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.8.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.8.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.9.attn_norm.weight,      torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.9.ffn_down.weight,       torch.float32 --> TQ2_0, shape = {4096, 1536}
INFO:hf-to-gguf:blk.9.ffn_sub_norm.weight,   torch.float32 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.9.ffn_gate.weight,       torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.9.ffn_up.weight,         torch.float32 --> TQ2_0, shape = {1536, 4096}
INFO:hf-to-gguf:blk.9.ffn_norm.weight,       torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.9.attn_sub_norm.weight,  torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:blk.9.attn_k.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.9.attn_output.weight,    torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.9.attn_q.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:blk.9.attn_v.weight,         torch.float32 --> TQ2_0, shape = {1536, 1536}
INFO:hf-to-gguf:output_norm.weight,          torch.float32 --> F32, shape = {1536}
INFO:hf-to-gguf:Set meta model
INFO:hf-to-gguf:Set model parameters
INFO:hf-to-gguf:gguf: context length = 2048
INFO:hf-to-gguf:gguf: embedding length = 1536
INFO:hf-to-gguf:gguf: feed forward length = 4096
INFO:hf-to-gguf:gguf: head count = 16
INFO:hf-to-gguf:gguf: key-value head count = 16
INFO:hf-to-gguf:gguf: rope theta = 10000.0
INFO:hf-to-gguf:gguf: rms norm epsilon = 1e-05
INFO:hf-to-gguf:gguf: file type = 37
INFO:hf-to-gguf:Set model tokenizer
INFO:gguf.vocab:Setting special token type bos to 1
INFO:gguf.vocab:Setting special token type eos to 2
INFO:gguf.vocab:Setting special token type pad to 32000
INFO:gguf.vocab:Setting add_bos_token to True
INFO:gguf.vocab:Setting add_eos_token to False
INFO:hf-to-gguf:Set model quantization version
INFO:gguf.gguf_writer:Writing the following files:
INFO:gguf.gguf_writer:/home/user/Storage/1bitLLM_bitnet_b1_58-large-instruct-v2/bitnet_b1_58-large-1bitLLM_bitnet_b1_58-instruct-v2-TQ2_0.gguf: n_tensors = 266, total_size = 274.3M
Writing: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 274M/274M [00:04<00:00, 57.7Mbyte/s]
INFO:hf-to-gguf:Model successfully exported to /home/user/Storage/1bitLLM_bitnet_b1_58-large-instruct-v2/bitnet_b1_58-large-1bitLLM_bitnet_b1_58-instruct-v2-TQ2_0.gguf