microsoft / BitNet

Official inference framework for 1-bit LLMs
MIT License
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Died with `Signals.SIGKILL: 9` when running `setup_env.py` #27

Open avcode-exe opened 3 hours ago

avcode-exe commented 3 hours ago

Hi guys!

I got the following error:

INFO:root:Compiling the code using CMake.
INFO:root:Downloading model HF1BitLLM/Llama3-8B-1.58-100B-tokens from HuggingFace to models/Llama3-8B-1.58-100B-tokens...
INFO:root:Converting HF model to GGUF format...
ERROR:root:Error occurred while running command: Command '['/home/airtau/miniconda3/envs/bitnet-cpp/bin/python', 'utils/convert-hf-to-gguf-bitnet.py', 'models/Llama3-8B-1.58-100B-tokens', '--outtype', 'f32']' died with <Signals.SIGKILL: 9>., check details in logs/convert_to_f32_gguf.log

When running the following command:

python setup_env.py --hf-repo HF1BitLLM/Llama3-8B-1.58-100B-tokens -q i2_s

Environment:

Hardware:

logs/convert_to_f32_gguf.log:

INFO:hf-to-gguf:Loading model: Llama3-8B-1.58-100B-tokens
INFO:gguf.gguf_writer:gguf: This GGUF file is for Little Endian only
INFO:hf-to-gguf:Set model parameters
INFO:hf-to-gguf:gguf: context length = 8192
INFO:hf-to-gguf:gguf: embedding length = 4096
INFO:hf-to-gguf:gguf: feed forward length = 14336
INFO:hf-to-gguf:gguf: head count = 32
INFO:hf-to-gguf:gguf: key-value head count = 8
INFO:hf-to-gguf:gguf: rope theta = 500000.0
INFO:hf-to-gguf:gguf: rms norm epsilon = 1e-05
INFO:hf-to-gguf:gguf: file type = 0
INFO:hf-to-gguf:Set model tokenizer
INFO:gguf.vocab:Adding 280147 merge(s).
INFO:gguf.vocab:Setting special token type bos to 128000
INFO:gguf.vocab:Setting special token type eos to 128009
INFO:gguf.vocab:Setting chat_template to {% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>

'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>

' }}{% endif %}
INFO:hf-to-gguf:Exporting model to 'models/Llama3-8B-1.58-100B-tokens/ggml-model-f32.gguf'
INFO:hf-to-gguf:gguf: loading model part 'model.safetensors'
INFO:hf-to-gguf:gguf: loading model part 'model.safetensors'
INFO:hf-to-gguf:output.weight,               torch.bfloat16 --> F32, shape = {4096, 128256}
INFO:hf-to-gguf:token_embd.weight,           torch.bfloat16 --> F32, shape = {4096, 128256}
INFO:hf-to-gguf:blk.0.attn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.0.ffn_down.weight,       torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.0.ffn_gate.weight,       torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.0.ffn_up.weight,         torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.0.ffn_norm.weight,       torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.0.attn_k.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.0.attn_output.weight,    torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.0.attn_q.weight,         torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.0.attn_v.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.1.attn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.1.ffn_down.weight,       torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.1.ffn_gate.weight,       torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.1.ffn_up.weight,         torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.1.ffn_norm.weight,       torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.1.attn_k.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.1.attn_output.weight,    torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.1.attn_q.weight,         torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.1.attn_v.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.10.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.10.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.10.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.10.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.10.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.10.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.10.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.10.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.10.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.11.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.11.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.11.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.11.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.11.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.11.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.11.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.11.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.11.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.12.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.12.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.12.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.12.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.12.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.12.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.12.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.12.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.12.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.13.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.13.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.13.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.13.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.13.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.13.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.13.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.13.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.13.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.14.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.14.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.14.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.14.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.14.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.14.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.14.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.14.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.14.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.15.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.15.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.15.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.15.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.15.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.15.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.15.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.15.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.15.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.16.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.16.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.16.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.16.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.16.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.16.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.16.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.16.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.16.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.17.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.17.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.17.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.17.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.17.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.17.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.17.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.17.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.17.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.18.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.18.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.18.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.18.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.18.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.18.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.18.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.18.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.18.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.19.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.19.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.19.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.19.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.19.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.19.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.19.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.19.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.19.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.2.attn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.2.ffn_down.weight,       torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.2.ffn_gate.weight,       torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.2.ffn_up.weight,         torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.2.ffn_norm.weight,       torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.2.attn_k.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.2.attn_output.weight,    torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.2.attn_q.weight,         torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.2.attn_v.weight,         torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.20.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.20.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.20.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.20.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.20.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.20.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.20.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.20.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.20.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.21.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.21.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.21.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.21.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.21.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.21.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.21.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.21.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.21.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.22.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.22.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.22.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.22.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.22.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.22.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.22.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.22.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.22.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.23.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.23.ffn_down.weight,      torch.uint8 --> F32, shape = {14336, 4096}
INFO:hf-to-gguf:blk.23.ffn_gate.weight,      torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.23.ffn_up.weight,        torch.uint8 --> F32, shape = {4096, 14336}
INFO:hf-to-gguf:blk.23.ffn_norm.weight,      torch.bfloat16 --> F32, shape = {4096}
INFO:hf-to-gguf:blk.23.attn_k.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.23.attn_output.weight,   torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.23.attn_q.weight,        torch.uint8 --> F32, shape = {4096, 4096}
INFO:hf-to-gguf:blk.23.attn_v.weight,        torch.uint8 --> F32, shape = {4096, 1024}
INFO:hf-to-gguf:blk.24.attn_norm.weight,     torch.bfloat16 --> F32, shape = {4096}
Dead-Bytes commented 3 hours ago

i faced the same see your memory consumption, your ram exhausted

alexeyvolkoff commented 22 minutes ago

Same here ERROR:root:Error occurred while running command: Command '['/usr/bin/python3', 'utils/convert-hf-to-gguf-bitnet.py', 'models/Llama3-8B-1.58-100B-tokens', '--outtype', 'f32']' died with <Signals.SIGKILL: 9>., check details in logs/convert_to_f32_gguf.log Log: cat logs/convert_to_f32_gguf.log INFO:hf-to-gguf:Loading model: Llama3-8B-1.58-100B-tokens INFO:gguf.gguf_writer:gguf: This GGUF file is for Little Endian only INFO:hf-to-gguf:Set model parameters INFO:hf-to-gguf:gguf: context length = 8192 INFO:hf-to-gguf:gguf: embedding length = 4096 INFO:hf-to-gguf:gguf: feed forward length = 14336 INFO:hf-to-gguf:gguf: head count = 32 INFO:hf-to-gguf:gguf: key-value head count = 8 INFO:hf-to-gguf:gguf: rope theta = 500000.0 INFO:hf-to-gguf:gguf: rms norm epsilon = 1e-05 INFO:hf-to-gguf:gguf: file type = 0 INFO:hf-to-gguf:Set model tokenizer INFO:gguf.vocab:Adding 280147 merge(s). INFO:gguf.vocab:Setting special token type bos to 128000 INFO:gguf.vocab:Setting special token type eos to 128009 INFO:gguf.vocab:Setting chat_template to {% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>

'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>

' }}{% endif %} INFO:hf-to-gguf:Exporting model to 'models/Llama3-8B-1.58-100B-tokens/ggml-model-f32.gguf' INFO:hf-to-gguf:gguf: loading model part 'model.safetensors' INFO:hf-to-gguf:gguf: loading model part 'model.safetensors' INFO:hf-to-gguf:output.weight, torch.bfloat16 --> F32, shape = {4096, 128256} INFO:hf-to-gguf:token_embd.weight, torch.bfloat16 --> F32, shape = {4096, 128256} INFO:hf-to-gguf:blk.0.attn_norm.weight, torch.bfloat16 --> F32, shape = {4096} INFO:hf-to-gguf:blk.0.ffn_down.weight, torch.uint8 --> F32, shape = {14336, 4096} INFO:hf-to-gguf:blk.0.ffn_gate.weight, torch.uint8 --> F32, shape = {4096, 14336} INFO:hf-to-gguf:blk.0.ffn_up.weight, torch.uint8 --> F32, shape = {4096, 14336} INFO:hf-to-gguf:blk.0.ffn_norm.weight, torch.bfloat16 --> F32, shape = {4096} INFO:hf-to-gguf:blk.0.attn_k.weight, torch.uint8 --> F32, shape = {4096, 1024} INFO:hf-to-gguf:blk.0.attn_output.weight, torch.uint8 --> F32, shape = {4096, 4096} INFO:hf-to-gguf:blk.0.attn_q.weight, torch.uint8 --> F32, shape = {4096, 4096} INFO:hf-to-gguf:blk.0.attn_v.weight, torch.uint8 --> F32, shape = {4096, 1024} INFO:hf-to-gguf:blk.1.attn_norm.weight, torch.bfloat16 --> F32, shape = {4096} INFO:hf-to-gguf:blk.1.ffn_down.weight, torch.uint8 --> F32, shape = {14336, 4096} INFO:hf-to-gguf:blk.1.ffn_gate.weight, torch.uint8 --> F32, shape = {4096, 14336} INFO:hf-to-gguf:blk.1.ffn_up.weight, torch.uint8 --> F32, shape = {4096, 14336} INFO:hf-to-gguf:blk.1.ffn_norm.weight, torch.bfloat16 --> F32, shape = {4096} INFO:hf-to-gguf:blk.1.attn_k.weight, torch.uint8 --> F32, shape = {4096, 1024} INFO:hf-to-gguf:blk.1.attn_output.weight, torch.uint8 --> F32, shape = {4096, 4096} INFO:hf-to-gguf:blk.1.attn_q.weight, torch.uint8 --> F32, shape = {4096, 4096} INFO:hf-to-gguf:blk.1.attn_v.weight, torch.uint8 --> F32, shape = {4096, 1024} INFO:hf-to-gguf:blk.10.attn_norm.weight, torch.bfloat16 --> F32, shape = {4096} INFO:hf-to-gguf:blk.10.ffn_down.weight, torch.uint8 --> F32, shape = {14336, 4096} INFO:hf-to-gguf:blk.10.ffn_gate.weight, torch.uint8 --> F32, shape = {4096, 14336}