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Typo Fix #67

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Typo Fix #67

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -119,7 +119,7 @@ python train.py --data ./data/coco/oscar_split_ViT-B_32_train.pkl --out_dir ./co

Train only transformer mapping network:
```
python train.py --only_prefix --data ./data/coco/oscar_split_ViT-B_32_train.pkl --out_dir ./coco_train/ --mapping_type transformer --num_layres 8 --prefix_length 40 --prefix_length_clip 40
python train.py --only_prefix --data ./data/coco/oscar_split_ViT-B_32_train.pkl --out_dir ./coco_train/ --mapping_type transformer --num_layers 8 --prefix_length 40 --prefix_length_clip 40
```

**If you wish to use ResNet-based CLIP:**
Expand All @@ -128,7 +128,7 @@ python train.py --only_prefix --data ./data/coco/oscar_split_ViT-B_32_train.pkl
python parse_coco.py --clip_model_type RN50x4
```
```
python train.py --only_prefix --data ./data/coco/oscar_split_RN50x4_train.pkl --out_dir ./coco_train/ --mapping_type transformer --num_layres 8 --prefix_length 40 --prefix_length_clip 40 --is_rn
python train.py --only_prefix --data ./data/coco/oscar_split_RN50x4_train.pkl --out_dir ./coco_train/ --mapping_type transformer --num_layers 8 --prefix_length 40 --prefix_length_clip 40 --is_rn
```

## Conceptual training
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