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Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

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This is done to address issues with tokenizer_config.json not showing up in the nlp deployment folder. This test confirms that the validator does not throw if the tokenizer is missing....

Given a git-server url (model page url, git clone http or git clone ssh), load its metadata ```python3 url = "https://git.neuralmagic.com/neuralmagic/cary" \ or " [email protected]:neuralmagic/cary.git" \ or "https://git.neuralmagic.com/neuralmagic/cary.git" server_model =...

**Describe the bug** can't import search_models from sparsezoo **Expected behavior** ```py3 from sparsezoo import search_models ``` runs ok **Environment** Google colab environment with gpu. ``` sparsezoo==1.0.0 torch @ https://download.pytorch.org/whl/cu113/torch-1.12.0%2Bcu113-cp37-cp37m-linux_x86_64.whl torchaudio...

bug

## Testing: ### with the variable set ```bash SPARSEZOO_MODELS_PATH=/home/damian/all_your_base_are_belong_to_us ``` ```python import sparsezoo import os stub = "zoo:cv/classification/mobilenet_v1-1.0/pytorch/sparseml/imagenet/pruned_quant-moderate" model = sparsezoo.Model(stub) print(os.getenv("SPARSEZOO_MODELS_PATH", "")) print(model._path) >> /home/damian/all_your_base_are_belong_to_us >> home/damian/all_your_base_are_belong_to_us/4ce8e2fe-29a1-4027-bead-408d28702643 ``` ###...

A simple guide to using the new sparsezoo. I would like this document to end up as a part of our user-facing docs. Let's discuss what properties this would need...

Update supported Python versions in `setup.py` for better error message

Problem: Given a [model repo](https://git.neuralmagic.com/neuralmagic/cary), cannot get recipes*.md files from root ```python3 model = Model(model_path) files = model.files ``` Before: `files` does not contain recipes in root After: `files` contain...

This is PR is a refactor of the `sparsezoo/utils/authentication.py` module, as discussed in a previous PR. It also adds unit tests for all the functionality. Summary: - Replaced SparseZooCredentials class...

mle-team

# Summary - Add a workflow which based on the conditions, will create a nightly, dev or release wheel - The workflows make use of the actions in `nm-actions` and...