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Finetuned a pretrained Model with Lora, then applied Merge and Unload to Merge Peft Model with the Base Model. Precision of Base Model is converted into half precision before Merging.

"""

convert peft_model to half precision

peft8 = peft_model.half()

merge peft model with base model

merged_peft_base = peft8.merge_and_unload() """

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4.65B params

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FP16

F32

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Model tree for rhyliieee/LLAMA3-MED-v2.1

Base model

meta-llama/Meta-Llama-3-8B

Finetuned

aaditya/Llama3-OpenBioLLM-8B

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rhyliieee
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LLAMA3-MED-v2.1

You need to agree to share your contact information to access this model

convert peft_model to half precision

merge peft model with base model

Model tree for rhyliieee/LLAMA3-MED-v2.1

Dataset used to train rhyliieee/LLAMA3-MED-v2.1