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use aria2c download model #110

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9 changes: 7 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -42,10 +42,15 @@ pip install -e CLIP/
```

Download checkpoint under `zero123` through one of the following sources:

```
https://huggingface.co/cvlab/zero123-weights/tree/main
wget https://cv.cs.columbia.edu/zero123/assets/$iteration.ckpt # iteration = [105000, 165000, 230000, 300000]
```

Use aria2c`` download models from huggingface

```
apt install aria2
aria2c -x 10 --disable-ipv6 --input-file models.txt --dir zero123/ --continue
```
Note that we have released 4 model weights: 105000.ckpt, 165000.ckpt, 230000.ckpt, 300000.ckpt. By default, we use 105000.ckpt which is the checkpoint after finetuning 105000 iterations on objaverse. Naturally, checkpoints trained longer tend to overfit to training data and suffer in zero-shot generalization, though we didn't empirically verify this. 300000.ckpt is trained for around 6000 A100 hours.

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4 changes: 4 additions & 0 deletions models.txt
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@@ -0,0 +1,4 @@
https://huggingface.co/cvlab/zero123-weights/resolve/main/105000.ckpt?download=true
out=105000.ckpt
https://huggingface.co/cvlab/zero123-weights/resolve/main/165000.ckpt?download=true
out=165000.ckpt