Update vision.py
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1 changed files with 4 additions and 3 deletions
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@ -31,6 +31,7 @@ from unsloth_zoo.peft_utils import (
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get_peft_regex,
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merge_and_overwrite_lora,
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)
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from triton import __version__ as triton_version
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__all__ = [
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"FastBaseVisionModel",
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@ -95,9 +96,9 @@ class FastBaseVisionModel:
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max_memory = round(gpu_stats.total_memory / 1024 / 1024 / 1024, 3)
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statistics = \
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f"==((====))== Unsloth {__version__}: Fast {model_types[0].title()} vision patching. Transformers = {transformers_version}.\n"\
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f" \\\ /| GPU: {gpu_stats.name}. Max memory: {max_memory} GB. Platform = {platform_system}.\n"\
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f"O^O/ \_/ \\ Pytorch: {torch.__version__}. CUDA = {gpu_stats.major}.{gpu_stats.minor}. CUDA Toolkit = {torch.version.cuda}.\n"\
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f"==((====))== Unsloth {__version__}: Fast {model_types[0].title()} vision patching. Transformers: {transformers_version}.\n"\
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f" \\\ /| GPU: {gpu_stats.name}. Max memory: {max_memory} GB. Platform: {platform_system}.\n"\
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f"O^O/ \_/ \\ Torch: {torch.__version__}. CUDA: {gpu_stats.major}.{gpu_stats.minor}. CUDA Toolkit: {torch.version.cuda}. Triton: {triton_version}\n"\
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f"\ / Bfloat16 = {str(SUPPORTS_BFLOAT16).upper()}. FA [Xformers = {xformers_version}. FA2 = {HAS_FLASH_ATTENTION}]\n"\
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f' "-____-" Free Apache license: http://github.com/unslothai/unsloth'
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print(statistics)
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