Download scripts/check_weights.py from CrashOverrideX/Quillan-Ronin: direct link, hf CLI and curl.
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- Download file 1.28 kB
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https://huggingface.co/CrashOverrideX/Quillan-Ronin/resolve/main/scripts/check_weights.py
- Command line
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hf download hf://CrashOverrideX/Quillan-Ronin/scripts/check_weights.py
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curl -L -o check_weights.py https://huggingface.co/CrashOverrideX/Quillan-Ronin/resolve/main/scripts/check_weights.py
1.28 kB
| import torch, sys | |
| sys.path.insert(0, r'C:\Users\Admin\Quillan-Ronin') | |
| from transplant_weights import QuillanConfig, QuillanRoninSovereign | |
| ckpt = torch.load('checkpoint_phase5.pt', weights_only=False, map_location='cpu') | |
| cfg = ckpt['config'] | |
| model = QuillanRoninSovereign(cfg) | |
| model.load_state_dict(ckpt['model_state_dict'], strict=False) | |
| # Check txt_dec vs txt_emb | |
| print(f'txt_emb.weight: shape={model.txt_emb.weight.shape} range=[{model.txt_emb.weight.min():.4f}, {model.txt_emb.weight.max():.4f}]') | |
| print(f'txt_dec.weight: shape={model.txt_dec.weight.shape} range=[{model.txt_dec.weight.min():.4f}, {model.txt_dec.weight.max():.4f}]') | |
| print(f'Are they same data_ptr? {model.txt_emb.weight.data_ptr() == model.txt_dec.weight.data_ptr()}') | |
| # Check router | |
| print(f'router.weight: shape={model.router.weight.shape} range=[{model.router.weight.min():.4f}, {model.router.weight.max():.4f}]') | |
| # Check decomposition | |
| for name, p in model.named_parameters(): | |
| if 'decomposition' in name: | |
| print(f'{name}: shape={p.shape} range=[{p.min():.4f}, {p.max():.4f}]') | |
| break | |
| # Check quillan_finalizer | |
| print(f'quillan_finalizer.weight: shape={model.quillan_finalizer.weight.shape} range=[{model.quillan_finalizer.weight.min():.4f}, {model.quillan_finalizer.weight.max():.4f}]') | |