fix quantization dataset in dynamicrafter (#2410)

Author: eaidova

notebooks/dynamicrafter-animating-images/dynamicrafter-animating-images.ipynb

@@ -1094,16 +1094,16 @@
     "        modified_model = CompiledModelDecorator(original_diffusion_model, keep_prob=1)\n",
     "        model.model.diffusion_model = CModelWrapper(modified_model, model.model.diffusion_model.out_channels)\n",
     "    \n",
-    "        dataset = datasets.load_dataset(\"jovianzm/Pexels-400k\", split=\"train\", streaming=True).shuffle(seed=42).take(subset_size)\n",
+    "        dataset = datasets.load_dataset(\"google-research-datasets/conceptual_captions\", trust_remote_code=True, split=\"train\", streaming=True).shuffle(seed=42).take(subset_size)\n",
     "    \n",
     "        pbar = tqdm(total=subset_size)\n",
     "        channels = model.model.diffusion_model.out_channels\n",
     "        frames = model.temporal_length\n",
     "        h, w = 256 // 8, 256 // 8\n",
     "        noise_shape = [1, channels, frames, h, w]\n",
     "        for batch in dataset:\n",
-    "            prompt = batch[\"title\"]\n",
-    "            image_path = batch[\"thumbnail\"]\n",
+    "            prompt = batch[\"caption\"]\n",
+    "            image_path = batch[\"image_url\"]\n",
     "            image = download_image(image_path)\n",
     "            if image is None:\n",
     "                continue\n",