commit files to HF hub
Browse files- .gitattributes +18 -0
- README.md +104 -0
- config.json +64 -0
- images/bee.jpg +3 -0
- images/beetle.jpg +3 -0
- images/bird.jpg +3 -0
- images/butterfly.jpg +3 -0
- images/camel.jpg +3 -0
- images/cat.jpg +3 -0
- images/caterpillar.jpg +3 -0
- images/crab.jpg +3 -0
- images/dog.jpg +3 -0
- images/fly.jpg +3 -0
- images/grasshopper.jpg +3 -0
- images/horse.jpg +3 -0
- images/lizard.jpg +3 -0
- images/mosquito.jpg +3 -0
- images/mouse.jpg +3 -0
- images/snake.jpg +3 -0
- images/spider.jpg +3 -0
- images/whale.jpg +3 -0
- preprocessor_config.json +17 -0
- pytorch_model.bin +3 -0
- runs/events.out.tfevents.1669645825.3f8d2665c785 +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images/bee.jpg filter=lfs diff=lfs merge=lfs -text
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images/beetle.jpg filter=lfs diff=lfs merge=lfs -text
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images/bird.jpg filter=lfs diff=lfs merge=lfs -text
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images/butterfly.jpg filter=lfs diff=lfs merge=lfs -text
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images/camel.jpg filter=lfs diff=lfs merge=lfs -text
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images/cat.jpg filter=lfs diff=lfs merge=lfs -text
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images/caterpillar.jpg filter=lfs diff=lfs merge=lfs -text
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images/crab.jpg filter=lfs diff=lfs merge=lfs -text
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images/dog.jpg filter=lfs diff=lfs merge=lfs -text
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images/fly.jpg filter=lfs diff=lfs merge=lfs -text
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images/grasshopper.jpg filter=lfs diff=lfs merge=lfs -text
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images/horse.jpg filter=lfs diff=lfs merge=lfs -text
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images/lizard.jpg filter=lfs diff=lfs merge=lfs -text
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images/mosquito.jpg filter=lfs diff=lfs merge=lfs -text
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images/mouse.jpg filter=lfs diff=lfs merge=lfs -text
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images/snake.jpg filter=lfs diff=lfs merge=lfs -text
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images/spider.jpg filter=lfs diff=lfs merge=lfs -text
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images/whale.jpg filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags:
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- image-classification
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- pytorch
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- huggingpics
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metrics:
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- accuracy
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model-index:
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- name: Animal-classifier
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results:
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- task:
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name: Image Classification
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type: image-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9481481313705444
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---
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# Animal-classifier
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Autogenerated by HuggingPics🤗🖼️
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Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
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Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
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## Example Images
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#### bee
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#### beetle
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#### bird
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#### butterfly
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#### camel
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#### cat
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#### caterpillar
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#### crab
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#### dog
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#### fly
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#### grasshopper
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#### horse
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#### lizard
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#### mosquito
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#### mouse
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#### snake
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#### spider
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#### whale
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "bee",
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"1": "beetle",
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"10": "grasshopper",
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"11": "horse",
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"12": "lizard",
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"13": "mosquito",
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"14": "mouse",
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"15": "snake",
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"16": "spider",
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"17": "whale",
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"2": "bird",
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"3": "butterfly",
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"4": "camel",
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"5": "cat",
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"6": "caterpillar",
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"7": "crab",
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"8": "dog",
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"9": "fly"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"bee": "0",
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"beetle": "1",
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"bird": "2",
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"butterfly": "3",
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"camel": "4",
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"cat": "5",
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"caterpillar": "6",
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"crab": "7",
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"dog": "8",
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"fly": "9",
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"grasshopper": "10",
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"horse": "11",
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"lizard": "12",
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"mosquito": "13",
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"mouse": "14",
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"snake": "15",
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"spider": "16",
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"whale": "17"
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.24.0"
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}
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images/bee.jpg
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Git LFS Details
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images/beetle.jpg
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Git LFS Details
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images/bird.jpg
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Git LFS Details
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images/butterfly.jpg
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Git LFS Details
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images/camel.jpg
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Git LFS Details
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images/cat.jpg
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Git LFS Details
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images/caterpillar.jpg
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Git LFS Details
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images/crab.jpg
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Git LFS Details
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images/dog.jpg
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Git LFS Details
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images/fly.jpg
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Git LFS Details
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images/grasshopper.jpg
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Git LFS Details
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images/horse.jpg
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Git LFS Details
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images/lizard.jpg
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Git LFS Details
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images/mosquito.jpg
ADDED
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Git LFS Details
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images/mouse.jpg
ADDED
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Git LFS Details
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images/snake.jpg
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Git LFS Details
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images/spider.jpg
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Git LFS Details
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images/whale.jpg
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Git LFS Details
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "ViTFeatureExtractor",
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"size": 224
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f12023586c29cf8bdb27af30596ad9e8909eced90b828c7e8b6ed8ce23c81bd9
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size 343313393
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runs/events.out.tfevents.1669645825.3f8d2665c785
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version https://git-lfs.github.com/spec/v1
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oid sha256:a85c9898f3cb3a24d4d2183c3e5b47bb95c547aa0f1004936dd0fcdda07b463e
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size 2935
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