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ValueError: rope_scaling's type field must be one of ['su', 'yarn'], got longrope #21

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jzyee opened this issue Aug 31, 2024 · 2 comments
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enhancement New feature or request

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@jzyee
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jzyee commented Aug 31, 2024

attempted: https://github.com/Leeroo-AI/mergoo/blob/main/notebooks/integrate_phi3_experts.ipynb

when loading the model with:

import torch
from mergoo.models.modeling_phi3 import Phi3ForCausalLM

model_id = 'data/checkpoint_demo'
// Define the device (use cuda:0 or another GPU if necessary)
device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')
model = Phi3ForCausalLM.from_pretrained(
model_id,
device_map=device,
torch_dtype=torch.bfloat16
)

and got the following error:
ValueError: rope_scaling's type field must be one of ['su', 'yarn'], got longrope

transformers==4.44.2
torch==2.0.1

@Shigerello
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Same here.
It seems mergoo's Phi-3 implementation is a bit outdated, and is not compatible with the latest model revision.

mergoo

rope_scaling_long_factor = self.rope_scaling.get("long_factor", None)
if rope_scaling_type is None or rope_scaling_type not in ["su", "yarn"]:
raise ValueError(f"`rope_scaling`'s type field must be one of ['su', 'yarn'], got {rope_scaling_type}")

Phi-3
https://huggingface.co/microsoft/Phi-3-mini-128k-instruct/blob/10d25dfa1593265daf4a3bac573ab76ccf61d60f/configuration_phi3.py#L203-L205

        rope_scaling_long_factor = self.rope_scaling.get("long_factor", None)
        if rope_scaling_type is None or rope_scaling_type not in ["longrope"]:
            raise ValueError(f"`rope_scaling`'s type field must be one of ['longrope'], got {rope_scaling_type}")

@arshadshk arshadshk added the enhancement New feature or request label Nov 12, 2024
@yuezhitangxi
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What are the versions of ‘transformers’ and ‘peft’?

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