Rename Size (MB) to Binary (MB) — reflects MCU deployment size, not torch checkpoint

README.md

@@ -25,8 +25,8 @@ All models use **W2A8** (2-bit weights, 8-bit activations) with 100% ternary cov
 
 ### ImageNet-1K
 
-| Model | Phase | Epochs | Top-1 (%) | Size (MB) | Compression | Checkpoint |
-|-------|-------|--------|-----------|-----------|-------------|------------|
+| Model | Phase | Epochs | Top-1 (%) | Binary (MB) | Compression | Checkpoint |
+|-------|-------|--------|-----------|-------------|-------------|------------|
 | DeiT-Small | Phase 1 | 250 | 75.05 | 5.81 | 15.2x | [download](https://huggingface.co/szymonrucinski/FTerViT/resolve/main/imagenet1k/phase1_ep250_acc75.05_deit_small_224.pth) |
 | DeiT-III-Small | Phase 1 | 250 | 76.78 | 5.81 | 15.2x | [download](https://huggingface.co/szymonrucinski/FTerViT/resolve/main/imagenet1k/phase1_ep250_acc76.78_deit3_small_224.pth) |
 | DeiT-Small | Phase 2 | +10 | **77.47** | 5.81 | 15.2x | [download](https://huggingface.co/szymonrucinski/FTerViT/resolve/main/imagenet1k/phase2_ep010_acc77.47_deit_small_224.pth) |
@@ -34,8 +34,8 @@ All models use **W2A8** (2-bit weights, 8-bit activations) with 100% ternary cov
 
 ### CIFAR-10 / CIFAR-100
 
-| Model | Dataset | Top-1 (%) | FP32 Baseline | Size (MB) | Checkpoint |
-|-------|---------|-----------|---------------|-----------|------------|
+| Model | Dataset | Top-1 (%) | FP32 Baseline | Binary (MB) | Checkpoint |
+|-------|---------|-----------|---------------|-------------|------------|
 | DeiT-Tiny | CIFAR-10 | **97.43** | 97.52 | 1.53 | [download](https://huggingface.co/szymonrucinski/FTerViT/resolve/main/cifar10/phase2_ep010_acc97.43_deit_tiny_224.pth) |
 | DeiT-Tiny | CIFAR-100 | **86.01** | 86.54 | 1.53 | [download](https://huggingface.co/szymonrucinski/FTerViT/resolve/main/cifar100/phase2_ep010_acc86.01_deit_tiny_224.pth) |