gemma4-e4b 모델 변환 및 레이어 계산

심심해서(?) safetensor를 gguf로 변환하면서 출력되는 레이어 정보를 가지고 장난을 쳐봄

계산을 보면 75억 개. bilion이 10억이라서 대충 반올림 하면 8b 모델이 된다.

그래서 모델 사이즈도 8B로 나오나 보다.

[링크 : https://huggingface.co/google/gemma-4-E4B-it]

 

그럼에도 8B가 아니라 e4b인 이유는, 임베딩이 8B 이고 실제 유효한건 4.5라서 그렇게 표현한거 같은데

그럼.. 쓸데없이 크다는 건가?

 

오호. E2B는 정말로 5B네

[링크 : https://huggingface.co/google/gemma-4-E2B]

 

				7,518,069,290	sum
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INFO:hf-to-gguf:per_layer_token_embd.weight, torch.bfloat16 --> F16, shape = {10752, 262144}	10752	262144		2818572288
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INFO:hf-to-gguf:blk.0.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
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INFO:hf-to-gguf:blk.0.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.0.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
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INFO:hf-to-gguf:blk.10.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
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INFO:hf-to-gguf:blk.11.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
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INFO:hf-to-gguf:blk.11.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.11.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
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INFO:hf-to-gguf:blk.15.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
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INFO:hf-to-gguf:blk.16.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
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INFO:hf-to-gguf:blk.16.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
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INFO:hf-to-gguf:blk.17.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.17.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.17.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.17.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.17.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.17.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.17.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.17.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.17.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.17.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.18.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.18.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.18.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.18.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.18.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.18.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.18.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.18.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.18.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.18.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.18.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.18.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.18.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.18.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.18.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.18.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.18.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.19.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.19.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.19.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.19.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.19.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.19.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.19.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.19.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.19.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.19.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.19.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.19.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.19.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.19.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.19.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.19.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.19.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.2.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.2.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.2.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.2.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.2.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.2.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.2.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.2.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.2.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.2.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.2.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.2.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.2.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.2.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.2.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.2.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.2.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.20.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.20.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.20.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.20.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.20.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.20.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.20.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.20.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.20.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.20.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.20.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.20.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.20.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.20.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.20.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.20.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.20.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.21.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.21.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.21.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.21.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.21.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.21.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.21.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.21.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.21.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.21.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.21.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.21.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.21.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.21.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.21.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.21.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.21.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.22.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.22.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.22.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.22.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.22.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.22.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.22.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.22.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.22.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.22.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.22.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.22.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.22.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.22.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.22.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.22.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.22.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.23.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.23.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.23.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.23.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.23.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.23.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.23.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.23.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.23.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.23.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.23.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.23.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.23.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.23.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.23.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.23.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.23.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.24.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.24.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.24.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.24.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.24.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.24.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.24.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.24.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.24.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.24.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.24.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.24.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.24.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.24.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.24.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.24.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.24.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.25.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.25.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.25.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.25.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.25.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.25.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.25.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.25.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.25.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.25.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.25.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.25.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.25.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.25.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.25.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.25.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.25.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.26.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.26.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.26.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.26.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.26.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.26.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.26.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.26.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.26.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.26.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.26.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.26.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.26.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.26.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.26.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.26.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.26.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.27.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.27.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.27.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.27.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.27.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.27.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.27.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.27.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.27.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.27.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.27.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.27.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.27.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.27.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.27.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.27.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.27.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.28.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.28.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.28.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.28.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.28.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.28.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.28.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.28.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.28.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.28.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.28.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.28.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.28.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.28.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.28.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.28.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.28.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.29.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.29.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.29.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.29.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.29.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.29.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.29.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.29.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.29.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.29.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.29.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.29.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.29.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.29.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.29.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.29.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.29.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.3.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.3.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.3.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.3.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.3.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.3.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.3.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.3.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.3.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.3.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.3.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.3.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.3.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.3.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.3.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.3.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.3.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.30.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.30.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.30.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.30.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.30.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.30.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.30.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.30.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.30.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.30.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.30.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.30.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.30.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.30.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.30.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.30.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.30.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.31.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.31.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.31.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.31.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.31.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.31.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.31.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.31.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.31.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.31.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.31.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.31.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.31.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.31.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.31.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.31.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.31.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.32.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.32.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.32.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.32.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.32.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.32.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.32.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.32.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.32.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.32.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.32.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.32.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.32.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.32.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.32.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.32.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.32.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.33.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.33.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.33.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.33.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.33.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.33.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.33.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.33.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.33.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.33.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.33.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.33.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.33.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.33.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.33.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.33.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.33.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.34.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.34.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.34.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.34.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.34.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.34.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.34.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.34.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.34.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.34.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.34.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.34.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.34.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.34.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.34.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.34.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.34.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.35.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.35.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.35.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.35.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.35.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.35.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.35.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.35.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.35.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.35.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.35.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.35.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.35.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.35.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.35.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.35.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.35.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.36.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.36.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.36.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.36.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.36.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.36.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.36.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.36.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.36.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.36.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.36.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.36.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.36.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.36.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.36.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.36.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.36.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.37.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.37.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.37.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.37.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.37.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.37.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.37.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.37.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.37.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.37.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.37.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.37.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.37.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.37.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.37.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.37.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.37.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.38.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.38.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.38.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.38.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.38.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.38.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.38.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.38.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.38.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.38.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.38.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.38.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.38.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.38.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.38.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.38.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.38.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.39.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.39.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.39.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.39.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.39.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.39.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.39.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.39.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.39.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.39.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.39.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.39.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.39.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.39.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.39.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.39.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.39.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.4.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.4.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.4.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.4.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.4.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.4.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.4.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.4.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.4.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.4.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.4.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.4.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.4.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.4.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.4.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.4.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.4.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.40.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.40.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.40.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.40.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.40.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.40.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.40.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.40.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.40.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.40.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.40.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.40.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.40.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.40.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.40.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.40.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.40.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.41.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.41.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.41.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.41.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.41.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.41.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.41.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.41.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.41.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.41.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.41.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.41.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.41.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.41.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.41.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.41.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.41.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.5.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.5.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.5.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.5.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.5.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.5.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.5.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.5.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.5.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.5.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.5.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.5.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.5.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.5.attn_output.weight, torch.bfloat16 --> F16, shape = {4096, 2560}	4096	2560		10485760
INFO:hf-to-gguf:blk.5.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {512}	512			512
INFO:hf-to-gguf:blk.5.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 4096}	2560	4096		10485760
INFO:hf-to-gguf:blk.5.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 1024}	2560	1024		2621440
INFO:hf-to-gguf:blk.6.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.6.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.6.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.6.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.6.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.6.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.6.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.6.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.6.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.6.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.6.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.6.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.6.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.6.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.6.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.6.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.6.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.7.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.7.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.7.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.7.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.7.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.7.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.7.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.7.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.7.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.7.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.7.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.7.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.7.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.7.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.7.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.7.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.7.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.8.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.8.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.8.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.8.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.8.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.8.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.8.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.8.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.8.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.8.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.8.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.8.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.8.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.8.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.8.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.8.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.8.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.9.attn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.9.layer_output_scale.weight, torch.bfloat16 --> F32, shape = {1}	1			1
INFO:hf-to-gguf:blk.9.ffn_down.weight, torch.bfloat16 --> F16, shape = {10240, 2560}	10240	2560		26214400
INFO:hf-to-gguf:blk.9.ffn_gate.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.9.ffn_up.weight, torch.bfloat16 --> F16, shape = {2560, 10240}	2560	10240		26214400
INFO:hf-to-gguf:blk.9.inp_gate.weight, torch.bfloat16 --> F16, shape = {2560, 256}	2560	256		655360
INFO:hf-to-gguf:blk.9.proj.weight, torch.bfloat16 --> F16, shape = {256, 2560}	256	2560		655360
INFO:hf-to-gguf:blk.9.post_attention_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.9.post_ffw_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.9.post_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.9.ffn_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:blk.9.attn_k_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.9.attn_k.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:blk.9.attn_output.weight, torch.bfloat16 --> F16, shape = {2048, 2560}	2048	2560		5242880
INFO:hf-to-gguf:blk.9.attn_q_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256
INFO:hf-to-gguf:blk.9.attn_q.weight, torch.bfloat16 --> F16, shape = {2560, 2048}	2560	2048		5242880
INFO:hf-to-gguf:blk.9.attn_v.weight, torch.bfloat16 --> F16, shape = {2560, 512}	2560	512		1310720
INFO:hf-to-gguf:output_norm.weight, torch.bfloat16 --> F32, shape = {2560}	2560			2560
INFO:hf-to-gguf:per_layer_model_proj.weight, torch.bfloat16 --> F16, shape = {2560, 10752}	2560	10752		27525120
INFO:hf-to-gguf:per_layer_proj_norm.weight, torch.bfloat16 --> F32, shape = {256}	256			256