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  1. .gitattributes +1 -0
  2. README.md +53 -0
  3. config.json +1 -0
  4. model +3 -0
  5. plots.png +0 -0
.gitattributes CHANGED
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: pruna-engine
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+ thumbnail: "https://assets-global.website-files.com/646b351987a8d8ce158d1940/64ec9e96b4334c0e1ac41504_Logo%20with%20white%20text.svg"
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+ metrics:
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+ - memory_disk
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+ - memory_inference
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+ - inference_latency
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+ - inference_throughput
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+ - inference_CO2_emissions
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+ - inference_energy_consumption
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+ ---
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+ <!-- header start -->
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+ <!-- 200823 -->
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+ <div style="width: auto; margin-left: auto; margin-right: auto">
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+ <a href="https://www.pruna.ai/" target="_blank" rel="noopener noreferrer">
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+ <img src="https://i.imgur.com/eDAlcgk.png" alt="PrunaAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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+ </a>
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+ </div>
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+ <!-- header end -->
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+
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+ # Simply make AI models cheaper, smaller, faster, and greener!
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+
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+ ## Results
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+
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+ ![image info](./plots.png)
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+
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+ ## Setup
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+
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+ 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:
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+
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+ ```python
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+ from transformers.utils.hub import cached_file
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+ from pruna_engine.PrunaModel import PrunaModel # Step (1): install and import `pruna-engine` package.
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+
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+ ...
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+ model_path = cached_file("PrunaAI/REPO", "model") # Step (2): download the model files at `model_path`.
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+ smashed_model = PrunaModel.load_model(model_path) # Step (3): load the model.
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+ y = smashed_model(x) # Step (4): run the model.
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+ ```
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+
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+ ## Configurations
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+
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+ The configuration info are in `config.json`.
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+
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+ ## License
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+
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+ We follow the same license as the original model. Please check the license of the original model before using this model.
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+
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+ ## Want to compress other models?
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+
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+ - Contact us and tell us which model to compress next [here](https://www.pruna.ai/contact).
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+ - Request access to easily compress your own AI models [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
config.json ADDED
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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": 512, "image_width": 512, "version": "1.5"}
model ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:7e852ef20ec89769c9766ba8e35c2191c72deaee2a69dbc9963989dc2a5f534b
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+ size 1919635832
plots.png ADDED