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Wals Roberta Sets Upd -

import torch.nn as nn

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| Component | Minimum | Recommended | |-----------|---------|--------------| | | 3.7 | 3.9+ | | PyTorch | 1.8 | 2.0+ | | CUDA (for GPU) | 11.0 | 11.8 or 12.x | | RAM | 8 GB | 16 GB+ | | GPU VRAM | 4 GB (for inference) | 12 GB+ (for fine‑tuning) | | Disk space | 2 GB | 10 GB+ | import torch

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