ViT-g-14__laion2b-s12b-b42k

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ViT-g-14__laion2b-s12b-b42k/README.md

@@ -0,0 +1,11 @@
+---
+tags:
+ - immich
+ - clip
+---
+# Model Description
+
+This repo contains ONNX exports for the corresponding ViT-based CLIP model by OpenCLIP. See the [OpenCLIP](https://github.com/mlfoundations/open_clip) repo for more info.
+Visual and textual encoders are separated into separate models for the purpose of generating image and text embeddings.
+
+This repo is specifically intended for use with [Immich](https://immich.app/), a self-hosted photo library.

ViT-g-14__laion2b-s12b-b42k/config.json

@@ -0,0 +1 @@
+{"embed_dim": 1024, "vision_cfg": {"image_size": 224, "layers": 40, "width": 1408, "head_width": 88, "mlp_ratio": 4.3637, "patch_size": 14}, "text_cfg": {"context_length": 77, "vocab_size": 49408, "width": 1024, "heads": 16, "layers": 24}}

ViT-g-14__laion2b-s12b-b42k/source.txt

@@ -0,0 +1 @@
+https://huggingface.co/immich-app/ViT-g-14__laion2b-s12b-b42k

ViT-g-14__laion2b-s12b-b42k/textual/model.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e3b5e6ca6480d6d1e905bd40476e64e887d3995423c97befbd54c5043813c04
+size 1416292244

ViT-g-14__laion2b-s12b-b42k/textual/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

ViT-g-14__laion2b-s12b-b42k/textual/tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "49406": {
+      "content": "<|startoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "49407": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|startoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "do_lower_case": true,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "model_max_length": 77,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "CLIPTokenizer",
+  "unk_token": "<|endoftext|>"
+}

ViT-g-14__laion2b-s12b-b42k/visual/3b719d32-4886-11ef-a2ee-00155d655292

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+oid sha256:9eaafae4e5948e7d51c71fd6bb4387b5581157a9df85c3ca81b5ef55278255ff
+size 4047543808

ViT-g-14__laion2b-s12b-b42k/visual/model.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:1b7d7540fc4d04968c84f88e0eb7bb5e14f224cdcf3ed68cccab3be663959fbb
+size 3280826

ViT-g-14__laion2b-s12b-b42k/visual/preprocess_cfg.json

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+{"size": [224, 224], "mode": "RGB", "mean": [0.48145466, 0.4578275, 0.40821073], "std": [0.26862954, 0.26130258, 0.27577711], "interpolation": "bicubic", "resize_mode": "shortest", "fill_color": 0}