add download links for pytorch model

README.md

@@ -44,7 +44,7 @@ Scaling behavior of EVA-CLIP with zero-shot classification performance averaged
 | model name | total #params | seen samples | pytorch weight |
 |:-----------|:------:|:------:|:------:|
 | `EVA_8B_psz14` | 7.5B | 6B | [PT](https://huggingface.co/BAAI/EVA-CLIP-8B/resolve/main/EVA_8B_psz14.bin) (`31.0GB`) |
-| `EVA_18B_psz14` | 17.5B | 6B | [PT](https://huggingface.co/BAAI/EVA-CLIP-18B/resolve/main/EVA_18B_psz14.bin) (`66.0GB`) |
+| `EVA_18B_psz14.fp16` | 17.5B | 6B | [PT](https://huggingface.co/BAAI/EVA-CLIP-18B/resolve/main/EVA_18B_psz14.fp16.bin) (`35.3GB`) |
 
 
 </div>
@@ -70,7 +70,7 @@ Scaling behavior of EVA-CLIP with zero-shot classification performance averaged
 
 | model name | image enc. init. ckpt | text enc. init. ckpt | total #params | training data  |  training batch size |  gpus for training | img. cls. avg. acc. | video cls. avg. acc. | retrieval MR | hf weight | pytorch weight |
 |:-----|:-----|:-----------|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|:------:|
-| `EVA-CLIP-18B` | `EVA_18B_psz14` | `EVA02_CLIP_E_psz14_plus_s9B` | 18.1B | Merged-2B+ | 108K | 360 A100(40GB) | **80.7** | **75.0** | **87.8**| [🤗 HF](https://huggingface.co/BAAI/EVA-CLIP-18B) | [PT](https://huggingface.co/BAAI/EVA-CLIP-18B/resolve/main/EVA_CLIP_18B_psz14_s6B.pt) (`69.0GB`) |
+| `EVA-CLIP-18B` | `EVA_18B_psz14` | `EVA02_CLIP_E_psz14_plus_s9B` | 18.1B | Merged-2B+ | 108K | 360 A100(40GB) | **80.7** | **75.0** | **87.8**| [🤗 HF](https://huggingface.co/BAAI/EVA-CLIP-18B) | [PT](https://huggingface.co/BAAI/EVA-CLIP-18B/resolve/main/EVA_CLIP_18B_psz14_s6B.fp16.pt) (`36.7GB`) |
 
 </div>
 
@@ -157,7 +157,7 @@ from eva_clip import create_model_and_transforms, get_tokenizer
 from PIL import Image
 
 model_name = "EVA-CLIP-18B" 
-pretrained = "eva_clip" # or "/path/to/EVA_CLIP_18B_psz14_s6B.pt"
+pretrained = "eva_clip" # or "/path/to/EVA_CLIP_18B_psz14_s6B.fp16.pt"
 
 image_path = "CLIP.png"
 caption = ["a diagram", "a dog", "a cat"]