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Support both old and new diffusers import path #843

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merged 7 commits into from
Oct 12, 2023
Merged

Support both old and new diffusers import path #843

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a85f642
Update modeling_sd_base.py
osanseviero Oct 7, 2023
489716b
Update trl/models/modeling_sd_base.py
osanseviero Oct 9, 2023
bff0bc4
make precommit
younesbelkada Oct 11, 2023
3f4a279
cleaner approach
younesbelkada Oct 11, 2023
3466e30
oops
younesbelkada Oct 11, 2023
dc58cf4
better alternative
younesbelkada Oct 12, 2023
fb6248e
rm uneeded file
younesbelkada Oct 12, 2023
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9 changes: 8 additions & 1 deletion trl/models/modeling_sd_base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,20 @@
from dataclasses import dataclass
from typing import Any, Callable, Dict, List, Optional, Union

import diffusers
import numpy as np
import torch
from diffusers import DDIMScheduler, StableDiffusionPipeline, UNet2DConditionModel
from diffusers.loaders import AttnProcsLayers
from diffusers.models.attention_processor import LoRAAttnProcessor
from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion import rescale_noise_cfg
from diffusers.utils.torch_utils import randn_tensor


_diffusers_greater_21_4 = hasattr(diffusers.utils, "randn_tensor")
if _diffusers_greater_21_4:
from diffusers.utils import randn_tensor
else:
from diffusers.utils.torch_utils import randn_tensor


@dataclass
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