Upload folder using huggingface_hub (#5)

- ecece00287a5d3ca6184c28e3431ae4175770d6f3f29556e23d25fa490ba6eaf (19a5beca565618149c457dbe863a8d09c518f37f)
- cc4b3be2123a2ca523b48dfe7681d68d03c4b1bd062d3a88cad852863602bbe7 (1372660de649d0533a58268a1becf8db2693c261)

README.md

@@ -37,16 +37,17 @@ metrics:
 ![image info](./plots.png)
 
 **Important remarks:**
-- The quality of the model output might slightly vary compared to the base model. There might be minimal quality loss.
+- The quality of the model output might slightly vary compared to the base model.
 - These results were obtained on NVIDIA A100-PCIE-40GB with configuration described in config.json and are obtained after a hardware warmup. Efficiency results may vary in other settings (e.g. other hardware, image size, batch size, ...).
 - You can request premium access to more compression methods and tech support for your specific use-cases [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
+- Results mentioning "first" are obtained after the first run of the model. The first run might take more memory or be slower than the subsequent runs due cuda overheads.
 
 ## Setup
 
 You can run the smashed model with these steps:
 
-0. Check cuda, torch, packaging requirements are installed. For cuda, check with `nvcc --version` and install with `conda install nvidia/label/cuda-12.1.0::cuda`. For packaging and torch, run `pip install packaging torch`.
-1. Install the `pruna-engine` available [here](https://pypi.org/project/pruna-engine/) on Pypi. It might take 15 minutes to install.
+0. Check that you have linux, python 3.10, and cuda 12.1.0 requirements installed. For cuda, check with `nvcc --version` and install with `conda install nvidia/label/cuda-12.1.0::cuda`.
+1. Install the `pruna-engine` available [here](https://pypi.org/project/pruna-engine/) on Pypi. It might take up to 15 minutes to install.
     ```bash
    pip install pruna-engine[gpu]==0.6.0 --extra-index-url https://pypi.nvidia.com --extra-index-url https://pypi.ngc.nvidia.com --extra-index-url https://prunaai.pythonanywhere.com/
     ```

model/optimized_model.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 2743426397
+oid sha256:38a1f69f287b12b598d1862f0f654dcb57276cf4ac530c2c93332d7ff1075f63
+size 2743426590