| """Claim 1: verify Mantis-8M parameter count (~8M lightweight). CPU, seconds.""" | |
| from mantis.architecture import Mantis8M | |
| net = Mantis8M(device="cpu").from_pretrained("paris-noah/Mantis-8M") | |
| n = sum(p.numel() for p in net.parameters()) | |
| print(f"total params: {n:,} ({n/1e6:.2f}M)") # 8,103,936 -> 8.10M | |