Upload Dinov2ForImageClassification

README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

config.json

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+{
+  "_name_or_path": "facebook/dinov2-giant",
+  "apply_layernorm": true,
+  "architectures": [
+    "Dinov2ForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "drop_path_rate": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 1536,
+  "id2label": {
+    "0": "20s",
+    "1": "30s",
+    "10": "artsy",
+    "11": "athleisure",
+    "12": "balletcore",
+    "13": "barbiecore",
+    "14": "beach",
+    "15": "bimbocore",
+    "16": "blokette",
+    "17": "bohemian",
+    "18": "casual",
+    "19": "chic",
+    "2": "40s",
+    "20": "classicore",
+    "21": "coastal cowgirl",
+    "22": "coastal grandmother",
+    "23": "comfy cozy",
+    "24": "cool girl",
+    "25": "coquette",
+    "26": "corporate",
+    "27": "country",
+    "28": "dark academia",
+    "29": "eclectic",
+    "3": "50s",
+    "30": "edgy",
+    "31": "ethereal",
+    "32": "europecore",
+    "33": "folk",
+    "34": "frazzled english woman",
+    "35": "fruit girl",
+    "36": "garconne",
+    "37": "girly girl",
+    "38": "goth",
+    "39": "granola",
+    "4": "60s",
+    "40": "grunge",
+    "41": "indie",
+    "42": "it girl",
+    "43": "kawaii",
+    "44": "lagenlook",
+    "45": "mermaidcore",
+    "46": "minimalist",
+    "47": "mob wife",
+    "48": "modest",
+    "49": "nerdy",
+    "5": "70s",
+    "50": "normcore",
+    "51": "old money",
+    "52": "preppy",
+    "53": "skater",
+    "54": "sporty",
+    "55": "stealth wealth",
+    "56": "streetwear",
+    "57": "tomato girl",
+    "58": "tomboy",
+    "59": "vanilla girl",
+    "6": "80s",
+    "60": "vintage",
+    "7": "90s",
+    "8": "Y2K",
+    "9": "art hoe"
+  },
+  "image_size": 518,
+  "initializer_range": 0.02,
+  "label2id": {
+    "20s": "0",
+    "30s": "1",
+    "40s": "2",
+    "50s": "3",
+    "60s": "4",
+    "70s": "5",
+    "80s": "6",
+    "90s": "7",
+    "Y2K": "8",
+    "art hoe": "9",
+    "artsy": "10",
+    "athleisure": "11",
+    "balletcore": "12",
+    "barbiecore": "13",
+    "beach": "14",
+    "bimbocore": "15",
+    "blokette": "16",
+    "bohemian": "17",
+    "casual": "18",
+    "chic": "19",
+    "classicore": "20",
+    "coastal cowgirl": "21",
+    "coastal grandmother": "22",
+    "comfy cozy": "23",
+    "cool girl": "24",
+    "coquette": "25",
+    "corporate": "26",
+    "country": "27",
+    "dark academia": "28",
+    "eclectic": "29",
+    "edgy": "30",
+    "ethereal": "31",
+    "europecore": "32",
+    "folk": "33",
+    "frazzled english woman": "34",
+    "fruit girl": "35",
+    "garconne": "36",
+    "girly girl": "37",
+    "goth": "38",
+    "granola": "39",
+    "grunge": "40",
+    "indie": "41",
+    "it girl": "42",
+    "kawaii": "43",
+    "lagenlook": "44",
+    "mermaidcore": "45",
+    "minimalist": "46",
+    "mob wife": "47",
+    "modest": "48",
+    "nerdy": "49",
+    "normcore": "50",
+    "old money": "51",
+    "preppy": "52",
+    "skater": "53",
+    "sporty": "54",
+    "stealth wealth": "55",
+    "streetwear": "56",
+    "tomato girl": "57",
+    "tomboy": "58",
+    "vanilla girl": "59",
+    "vintage": "60"
+  },
+  "layer_norm_eps": 1e-06,
+  "layerscale_value": 1.0,
+  "mlp_ratio": 4,
+  "model_type": "dinov2",
+  "num_attention_heads": 24,
+  "num_channels": 3,
+  "num_hidden_layers": 40,
+  "out_features": [
+    "stage40"
+  ],
+  "out_indices": [
+    40
+  ],
+  "patch_size": 14,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "reshape_hidden_states": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4",
+    "stage5",
+    "stage6",
+    "stage7",
+    "stage8",
+    "stage9",
+    "stage10",
+    "stage11",
+    "stage12",
+    "stage13",
+    "stage14",
+    "stage15",
+    "stage16",
+    "stage17",
+    "stage18",
+    "stage19",
+    "stage20",
+    "stage21",
+    "stage22",
+    "stage23",
+    "stage24",
+    "stage25",
+    "stage26",
+    "stage27",
+    "stage28",
+    "stage29",
+    "stage30",
+    "stage31",
+    "stage32",
+    "stage33",
+    "stage34",
+    "stage35",
+    "stage36",
+    "stage37",
+    "stage38",
+    "stage39",
+    "stage40"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.2",
+  "use_swiglu_ffn": true
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fcdaf8353212e4c2da2d976eab1cd4f8e25d58f8a3eb1295570b91299e9a1ef5
+size 4546760500