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Error: cannot find tensor model.layers.0.model.layers.0.self_attn.q_proj.weight #34

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VincentXWD opened this issue Nov 12, 2024 · 2 comments
Open

Error: cannot find tensor model.layers.0.model.layers.0.self_attn.q_proj.weight #34

VincentXWD opened this issue Nov 12, 2024 · 2 comments

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@VincentXWD
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VincentXWD commented Nov 12, 2024 •
edited
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Hello developers,
I was using cake to deploy distributed LLAMA3 8B Instruct model to 2 GPUs and I got the error below:

CUDA_VISIABLE_DEVICES=0 ./target/release/cake-cli --model ~/.cache/huggingface/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/5f0b02c75b57c5855da9ae460ce51323ea669d8a/          --mode worker          --name worker0          --topology ./schedule/topology.yml          --address 0.0.0.0:17490
[2024-11-12T12:25:57Z INFO ] [Worker] dtype=F16 device=Cuda(CudaDevice(DeviceId(1))) mem=196.5 MiB
[2024-11-12T12:25:57Z INFO ] loading topology from ./schedule/topology.yml
[2024-11-12T12:25:57Z INFO ] loading configuration from /home/wdxu/.cache/huggingface/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/5f0b02c75b57c5855da9ae460ce51323ea669d8a/config.json
[2024-11-12T12:25:57Z INFO ] loading tensors from /home/wdxu/.cache/huggingface/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/5f0b02c75b57c5855da9ae460ce51323ea669d8a/model.safetensors.index.json ...
[2024-11-12T12:25:57Z INFO ] loading model.layers.0 ...
Error: cannot find tensor model.layers.0.model.layers.0.self_attn.q_proj.weight

Here's the topology.yml

worker0:
  host: 'localhost:17490'
  description: 'NVIDIA 3060'
  layers:
    - 'model.layers.0-15'
worker1:
  host: 'localhost:17590'
  description: 'NVIDIA 3060'
  layers:
    - 'model.layers.16-31'

I use these commands to start the service.

CUDA_VISIABLE_DEVICES=0 ./target/release/cake-cli --model ~/.cache/huggingface/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/5f0b02c75b57c5855da9ae460ce51323ea669d8a/ \
         --mode worker \
         --name worker0 \
         --topology ./schedule/topology.yml \
         --address 0.0.0.0:17490



CUDA_VISIABLE_DEVICES=1 ./target/release/cake-cli --model ~/.cache/huggingface/hub/models--meta-llama--Meta-Llama-3-8B-Instruct/snapshots/5f0b02c75b57c5855da9ae460ce51323ea669d8a/ \
         --mode worker \
         --name worker1 \
         --topology ./schedule/topology.yml \
         --address 0.0.0.0:17590

Please let me know if I did wrong steps. Thanks!
@VincentXWD
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The model.safetensors.index.json is as below:

{
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  },
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  }
}

@doraemoncandy
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I also face this problem

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