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Hi, how can I implement global unstructured pruning using this library? It seems I can only prune individual layers and not the entire model
Thanks
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Hi,
I am trying to prune Mistral 7B (https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) and while I was able to successfully run the commands for magnitude pruning, I was facing issues with…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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Hi there.
Thank you for your excellent paper.
I have some questions about [Comparing Rewinding and Fine-tuning in Neural Network Pruning](https://openreview.net/forum?id=S1gSj0NKvB). I read intere…
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Hello, I have a question. I saw that the LAMP algorithm was implemented in the code of the paper, but the description in the original paper said that LAMP is an unstructured pruning algorithm, but why…
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# How to track things:
https://www.mlflow.org/docs/latest/tracking.html#id74
```python
import mlflow
mlflow.set_tracking_uri("http://localhost:5000")
mlflow.set_experiment("/my-experiment")
wi…
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I am trying to prune with
python main.py \
--model mistralai/Mistral-7B-Instruct-v0.2 \
--prune_method wanda \
--sparsity_ratio 0.5 \
--sparsity_type unstructured \
--save o…
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Hi,
If I have a model that has a number of weights set to zero via unstructured pruning, its it possible to utilize that from tiramisu_pytorch ?
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Hi guys, thank you for your library. It is quite cool.
However, I have met a problem when I try to use Simplify with Resnet18 on CIFAR10 dataset. I have used global_unstructured pruning in Pytorch …
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I use `torch.nn.utils.prune` to pruning model, and it generates a mask buffer. However, when I use `make_functional_with_buffers`, the error is `RuntimeError: Only Tensors created explicitly by the u…