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README.md

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+---
+base_model: microsoft/resnet-152
+library_name: transformers
+tags:
+- fusion-bench
+- merge
+---
+# Deep Model Fusion
+
+Fine-tuned ResNet model on dataset food101.
+
+## Models Merged
+
+This is a merged model created using [fusion-bench](https://github.com/tanganke/fusion_bench).
+
+The following models were included in the merge:
+
+
+
+
+## Configuration
+
+The following YAML configuration was used to produce this model:
+
+### Algorithm Configuration
+
+```yaml
+_recursive_: false
+_target_: fusion_bench.method.classification.image_classification_finetune.ImageClassificationFineTuning
+_usage_: null
+_version_: 0.2.25.dev0
+dataloader_kwargs:
+  batch_size: 64
+  num_workers: 8
+  pin_memory: true
+label_smoothing: 0
+lr_scheduler: null
+max_epochs: -1
+max_steps: 4000
+optimizer:
+  _target_: torch.optim.SGD
+  lr: 0.005
+  momentum: 0.9
+  weight_decay: 0.0001
+save_interval: 1000
+save_on_train_epoch_end: false
+save_top_k: -1
+training_data_ratio: 0.5
+```
+
+### Model Pool Configuration
+
+```yaml
+_recursive_: false
+_target_: fusion_bench.modelpool.resnet_for_image_classification.ResNetForImageClassificationPool
+_usage_: null
+_version_: 0.2.25.dev0
+models:
+  _pretrained_:
+    config_path: microsoft/resnet-152
+    dataset_name: food101
+    pretrained: true
+test_datasets: null
+train_datasets:
+  food101:
+    _target_: datasets.load_dataset
+    path: ethz/food101
+    split: train
+type: transformers
+val_datasets:
+  food101:
+    _target_: datasets.load_dataset
+    path: ethz/food101
+    split: validation
+```
+

config.json

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+{
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    8,
+    36,
+    3
+  ],
+  "downsample_in_bottleneck": false,
+  "downsample_in_first_stage": false,
+  "dtype": "float32",
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    256,
+    512,
+    1024,
+    2048
+  ],
+  "id2label": {
+    "0": "apple pie",
+    "1": "baby back ribs",
+    "2": "baklava",
+    "3": "beef carpaccio",
+    "4": "beef tartare",
+    "5": "beet salad",
+    "6": "beignets",
+    "7": "bibimbap",
+    "8": "bread pudding",
+    "9": "breakfast burrito",
+    "10": "bruschetta",
+    "11": "caesar salad",
+    "12": "cannoli",
+    "13": "caprese salad",
+    "14": "carrot cake",
+    "15": "ceviche",
+    "16": "cheese plate",
+    "17": "cheesecake",
+    "18": "chicken curry",
+    "19": "chicken quesadilla",
+    "20": "chicken wings",
+    "21": "chocolate cake",
+    "22": "chocolate mousse",
+    "23": "churros",
+    "24": "clam chowder",
+    "25": "club sandwich",
+    "26": "crab cakes",
+    "27": "creme brulee",
+    "28": "croque madame",
+    "29": "cup cakes",
+    "30": "deviled eggs",
+    "31": "donuts",
+    "32": "dumplings",
+    "33": "edamame",
+    "34": "eggs benedict",
+    "35": "escargots",
+    "36": "falafel",
+    "37": "filet mignon",
+    "38": "fish and chips",
+    "39": "foie gras",
+    "40": "french fries",
+    "41": "french onion soup",
+    "42": "french toast",
+    "43": "fried calamari",
+    "44": "fried rice",
+    "45": "frozen yogurt",
+    "46": "garlic bread",
+    "47": "gnocchi",
+    "48": "greek salad",
+    "49": "grilled cheese sandwich",
+    "50": "grilled salmon",
+    "51": "guacamole",
+    "52": "gyoza",
+    "53": "hamburger",
+    "54": "hot and sour soup",
+    "55": "hot dog",
+    "56": "huevos rancheros",
+    "57": "hummus",
+    "58": "ice cream",
+    "59": "lasagna",
+    "60": "lobster bisque",
+    "61": "lobster roll sandwich",
+    "62": "macaroni and cheese",
+    "63": "macarons",
+    "64": "miso soup",
+    "65": "mussels",
+    "66": "nachos",
+    "67": "omelette",
+    "68": "onion rings",
+    "69": "oysters",
+    "70": "pad thai",
+    "71": "paella",
+    "72": "pancakes",
+    "73": "panna cotta",
+    "74": "peking duck",
+    "75": "pho",
+    "76": "pizza",
+    "77": "pork chop",
+    "78": "poutine",
+    "79": "prime rib",
+    "80": "pulled pork sandwich",
+    "81": "ramen",
+    "82": "ravioli",
+    "83": "red velvet cake",
+    "84": "risotto",
+    "85": "samosa",
+    "86": "sashimi",
+    "87": "scallops",
+    "88": "seaweed salad",
+    "89": "shrimp and grits",
+    "90": "spaghetti bolognese",
+    "91": "spaghetti carbonara",
+    "92": "spring rolls",
+    "93": "steak",
+    "94": "strawberry shortcake",
+    "95": "sushi",
+    "96": "tacos",
+    "97": "takoyaki",
+    "98": "tiramisu",
+    "99": "tuna tartare",
+    "100": "waffles"
+  },
+  "label2id": {
+    "apple pie": 0,
+    "baby back ribs": 1,
+    "baklava": 2,
+    "beef carpaccio": 3,
+    "beef tartare": 4,
+    "beet salad": 5,
+    "beignets": 6,
+    "bibimbap": 7,
+    "bread pudding": 8,
+    "breakfast burrito": 9,
+    "bruschetta": 10,
+    "caesar salad": 11,
+    "cannoli": 12,
+    "caprese salad": 13,
+    "carrot cake": 14,
+    "ceviche": 15,
+    "cheese plate": 16,
+    "cheesecake": 17,
+    "chicken curry": 18,
+    "chicken quesadilla": 19,
+    "chicken wings": 20,
+    "chocolate cake": 21,
+    "chocolate mousse": 22,
+    "churros": 23,
+    "clam chowder": 24,
+    "club sandwich": 25,
+    "crab cakes": 26,
+    "creme brulee": 27,
+    "croque madame": 28,
+    "cup cakes": 29,
+    "deviled eggs": 30,
+    "donuts": 31,
+    "dumplings": 32,
+    "edamame": 33,
+    "eggs benedict": 34,
+    "escargots": 35,
+    "falafel": 36,
+    "filet mignon": 37,
+    "fish and chips": 38,
+    "foie gras": 39,
+    "french fries": 40,
+    "french onion soup": 41,
+    "french toast": 42,
+    "fried calamari": 43,
+    "fried rice": 44,
+    "frozen yogurt": 45,
+    "garlic bread": 46,
+    "gnocchi": 47,
+    "greek salad": 48,
+    "grilled cheese sandwich": 49,
+    "grilled salmon": 50,
+    "guacamole": 51,
+    "gyoza": 52,
+    "hamburger": 53,
+    "hot and sour soup": 54,
+    "hot dog": 55,
+    "huevos rancheros": 56,
+    "hummus": 57,
+    "ice cream": 58,
+    "lasagna": 59,
+    "lobster bisque": 60,
+    "lobster roll sandwich": 61,
+    "macaroni and cheese": 62,
+    "macarons": 63,
+    "miso soup": 64,
+    "mussels": 65,
+    "nachos": 66,
+    "omelette": 67,
+    "onion rings": 68,
+    "oysters": 69,
+    "pad thai": 70,
+    "paella": 71,
+    "pancakes": 72,
+    "panna cotta": 73,
+    "peking duck": 74,
+    "pho": 75,
+    "pizza": 76,
+    "pork chop": 77,
+    "poutine": 78,
+    "prime rib": 79,
+    "pulled pork sandwich": 80,
+    "ramen": 81,
+    "ravioli": 82,
+    "red velvet cake": 83,
+    "risotto": 84,
+    "samosa": 85,
+    "sashimi": 86,
+    "scallops": 87,
+    "seaweed salad": 88,
+    "shrimp and grits": 89,
+    "spaghetti bolognese": 90,
+    "spaghetti carbonara": 91,
+    "spring rolls": 92,
+    "steak": 93,
+    "strawberry shortcake": 94,
+    "sushi": 95,
+    "tacos": 96,
+    "takoyaki": 97,
+    "tiramisu": 98,
+    "tuna tartare": 99,
+    "waffles": 100
+  },
+  "layer_type": "bottleneck",
+  "model_type": "resnet",
+  "num_channels": 3,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "transformers_version": "4.56.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:42110aa0b0678b9e62a5de43316c75111fe12760ca9845a06e80f79c8c578ce9
+size 234133348

preprocessor_config.json

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+{
+  "crop_pct": 0.875,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}