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.gitattributes

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README.md

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+---
+license: apache-2.0
+library_name: pruna-engine
+thumbnail: "https://assets-global.website-files.com/646b351987a8d8ce158d1940/64ec9e96b4334c0e1ac41504_Logo%20with%20white%20text.svg"
+metrics:
+- memory_disk
+- memory_inference
+- inference_latency
+- inference_throughput
+- inference_CO2_emissions
+- inference_energy_consumption
+---
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+    <a href="https://www.pruna.ai/" target="_blank" rel="noopener noreferrer">
+        <img src="https://i.imgur.com/eDAlcgk.png" alt="PrunaAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+    </a>
+</div>
+<!-- header end -->
+
+# Simply make AI models cheaper, smaller, faster, and greener!
+
+## Results
+
+![image info](./plots.png)
+
+## Setup
+
+You can run the smashed model by **(1)** installing and importing the `pruna-engine` (version 0.2.5) package with the [Pypi instructions](https://pypi.org/project/pruna-engine/),**(2)** downloading the model files at `model_path`. This can be done using huggingface with this repository name or with manual downloading, and **(3)** loading the model, **(4)** running the model. You can achieve this by running the following code:
+
+```python
+from transformers.utils.hub import cached_file
+from pruna_engine.PrunaModel import PrunaModel  # Step (1): install and import `pruna-engine` package.
+
+...
+model_path = cached_file("PrunaAI/REPO", "model")  # Step (2): download the model files at `model_path`.
+smashed_model = PrunaModel.load_model(model_path)  # Step (3): load the model.
+y = smashed_model(x)  # Step (4): run the model.
+```
+
+## Configurations
+
+The configuration info are in `config.json`.
+
+## License
+
+We follow the same license as the original model. Please check the license of the original model before using this model.
+
+## Want to compress other models?
+
+- Contact us and tell us which model to compress next [here](https://www.pruna.ai/contact).
+- Request access to easily compress your own AI models [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).

config.json

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+{"pruner": "None", "pruning_ratio": 0.0, "factorizer": "None", "quantizer": "None", "n_quantization_bits": 32, "output_deviation": 0.005, "compiler": "diffusers", "static_batch": true, "static_shape": true, "controlnet": "None", "unet_dim": 4, "max_batch_size": 1, "image_height": 768, "image_width": 768, "version": "2.1"}

model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c436d78c3654ab9daded1ca649b4a71020e8039966e3f476b84d8d515aa2921d
+size 2336259848