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@@ -107,4 +107,17 @@ tokenizer.decode(outputs[0][input_ids.shape[-1]:])
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  ### Training Infrastructure
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  - **Hardware**: The model was trained on single node of an Amazon EC2 trn1.32xlarge instance.
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- - **Software**: We use code based on [neuronx-nemo-megatron](https://github.com/aws-neuron/neuronx-nemo-megatron).
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Training Infrastructure
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  - **Hardware**: The model was trained on single node of an Amazon EC2 trn1.32xlarge instance.
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+ - **Software**: We use code based on [neuronx-nemo-megatron](https://github.com/aws-neuron/neuronx-nemo-megatron).
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+
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+ ## Citation
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+
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+ ```
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+ @misc {karakuri_lm_8x7b_chat_v01,
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+ author = { {KARAKURI} {I}nc. },
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+ title = { {KARAKURI} {LM} 7{B} {APM} v0.1 },
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+ year = { 2024 },
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+ url = { https://huggingface.co/karakuri-ai/karakuri-lm-7b-apm-v0.1 },
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+ publisher = { Hugging Face },
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+ journal = { Hugging Face repository },
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+ }
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+ ```