Adding `safetensors` variant of this model

by SFconvertbot - opened Aug 25

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

+90

-0

SFconvertbot

Aug 25

This is an automated PR created with https://huggingface.co/spaces/safetensors/convert

This new file is equivalent to pytorch_model.bin but safe in the sense that
no arbitrary code can be put into it.

These files also happen to load much faster than their pytorch counterpart:
https://colab.research.google.com/github/huggingface/notebooks/blob/main/safetensors_doc/en/speed.ipynb

The widgets on your model page will run using this model even if this is not merged
making sure the file actually works.

If you find any issues: please report here: https://huggingface.co/spaces/safetensors/convert/discussions

Feel free to ignore this PR.

Adding `safetensors` variant of this modelbea7fa8a

janvarev

Aug 27

Please, add safetensor variant for this model to main branch.

jukofyork

Sep 2

•

edited Sep 2

This is broken. The files are all named pytorch_model... instead of model... and there is no model.safetensors.index.jsonfile...

I've tried to fix mine by renaming all the pytorch_model... and finding the total bytes:

> rename 's/^pytorch_//' pytorch_model*
> wc -c *.safetensors
  4584408792 model-00001-of-00030.safetensors
  4664167352 model-00002-of-00030.safetensors
  4999711672 model-00003-of-00030.safetensors
  4966157008 model-00004-of-00030.safetensors
  4664134384 model-00005-of-00030.safetensors
  4664167384 model-00006-of-00030.safetensors
  4664167376 model-00007-of-00030.safetensors
  4999711704 model-00008-of-00030.safetensors
  4966157032 model-00009-of-00030.safetensors
  4664134384 model-00010-of-00030.safetensors
  4664167384 model-00011-of-00030.safetensors
  4664167376 model-00012-of-00030.safetensors
  4999711704 model-00013-of-00030.safetensors
  4966157032 model-00014-of-00030.safetensors
  4664134384 model-00015-of-00030.safetensors
  4664167384 model-00016-of-00030.safetensors
  4664167376 model-00017-of-00030.safetensors
  4999711704 model-00018-of-00030.safetensors
  4966157032 model-00019-of-00030.safetensors
  4664134384 model-00020-of-00030.safetensors
  4664167384 model-00021-of-00030.safetensors
  4664167376 model-00022-of-00030.safetensors
  4999711704 model-00023-of-00030.safetensors
  4966157032 model-00024-of-00030.safetensors
  4664134384 model-00025-of-00030.safetensors
  4664167384 model-00026-of-00030.safetensors
  4664167376 model-00027-of-00030.safetensors
  4999711704 model-00028-of-00030.safetensors
  4966173512 model-00029-of-00030.safetensors
  2101346432 model-00030-of-00030.safetensors
141107497136 total

and then modified the pytorch_model.bin.index.json to:

{
  "metadata": {
    "total_size": 141107497136
  },
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    "lm_head.weight": "model-00030-of-00030.safetensors",
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    "model.layers.0.mlp.gate_proj.weight": "model-00001-of-00030.safetensors",
    "model.layers.0.mlp.up_proj.weight": "model-00001-of-00030.safetensors",
    "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00030.safetensors",
    "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00030.safetensors",
    "model.layers.0.self_attn.o_proj.weight": "model-00001-of-00030.safetensors",
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  }
}

I'm not sure if this bot might move the tensors about though and this might not work...

jukofyork

Sep 2

Yeah, this looks like it works for lllama.cpp conversion at least:

~/llama.cpp/convert_hf_to_gguf.py ./Sao10K_L3.1-70B-Euryale-v2.2 --outfile t.gguf --outtype f16 
INFO:hf-to-gguf:Loading model: Sao10K_L3.1-70B-Euryale-v2.2
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 weight map from 'model.safetensors.index.json'
INFO:hf-to-gguf:gguf: loading model part 'model-00001-of-00030.safetensors'
INFO:hf-to-gguf:token_embd.weight,           torch.float16 --> F16, shape = {8192, 128256}
INFO:hf-to-gguf:blk.0.attn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.0.ffn_down.weight,       torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.0.ffn_gate.weight,       torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.0.ffn_up.weight,         torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.0.ffn_norm.weight,       torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.0.attn_k.weight,         torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.0.attn_output.weight,    torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.0.attn_q.weight,         torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.0.attn_v.weight,         torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.1.ffn_gate.weight,       torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.1.attn_k.weight,         torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.1.attn_output.weight,    torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.1.attn_q.weight,         torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.1.attn_v.weight,         torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:gguf: loading model part 'model-00002-of-00030.safetensors'
INFO:hf-to-gguf:blk.1.attn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.1.ffn_down.weight,       torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.1.ffn_up.weight,         torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.1.ffn_norm.weight,       torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.2.attn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.2.ffn_down.weight,       torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.2.ffn_gate.weight,       torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.2.ffn_up.weight,         torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.2.ffn_norm.weight,       torch.float16 --> F32, shape = {8192}
.
.
.
.
INFO:hf-to-gguf:gguf: loading model part 'model-00029-of-00030.safetensors'
INFO:hf-to-gguf:blk.77.attn_norm.weight,     torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.77.ffn_down.weight,      torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.77.ffn_gate.weight,      torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.77.ffn_up.weight,        torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.77.ffn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.77.attn_output.weight,   torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.78.attn_norm.weight,     torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.78.ffn_down.weight,      torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.78.ffn_gate.weight,      torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.78.ffn_up.weight,        torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.78.ffn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.78.attn_k.weight,        torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.78.attn_output.weight,   torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.78.attn_q.weight,        torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.78.attn_v.weight,        torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.79.attn_norm.weight,     torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.79.ffn_down.weight,      torch.float16 --> F16, shape = {28672, 8192}
INFO:hf-to-gguf:blk.79.ffn_gate.weight,      torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.79.ffn_up.weight,        torch.float16 --> F16, shape = {8192, 28672}
INFO:hf-to-gguf:blk.79.ffn_norm.weight,      torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:blk.79.attn_k.weight,        torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:blk.79.attn_output.weight,   torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.79.attn_q.weight,        torch.float16 --> F16, shape = {8192, 8192}
INFO:hf-to-gguf:blk.79.attn_v.weight,        torch.float16 --> F16, shape = {8192, 1024}
INFO:hf-to-gguf:output_norm.weight,          torch.float16 --> F32, shape = {8192}
INFO:hf-to-gguf:gguf: loading model part 'model-00030-of-00030.safetensors'
INFO:hf-to-gguf:output.weight,               torch.float16 --> F16, shape = {8192, 128256}
INFO:hf-to-gguf:Set meta model
INFO:hf-to-gguf:Set model parameters
INFO:hf-to-gguf:gguf: context length = 131072
INFO:hf-to-gguf:gguf: embedding length = 8192
INFO:hf-to-gguf:gguf: feed forward length = 28672
INFO:hf-to-gguf:gguf: head count = 64
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 = 1
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 special token type pad to 128001
INFO:gguf.vocab:Setting chat_template to {% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% 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:Set model quantization version
INFO:gguf.gguf_writer:Writing the following files:
INFO:gguf.gguf_writer:t.guff: n_tensors = 723, total_size = 141.1G
Writing: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 141G/141G [04:52<00:00, 482Mbyte/s]
INFO:hf-to-gguf:Model successfully exported to t.gguf

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