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### Summary
Sparsity, like quantization, offers increased model performance at the expense of some model quality. However, it is not as widely used / researched as a technique, despite offering sim…
jcaip updated
5 months ago
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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Ciao Diego,
I have tried your solution in several environments but it seems it is hard to keep correctly all version of packages.
I finally could run your notebook for yolov5 in Google Colab bu…
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**Describe the bug**
A clear and concise description of what the bug is.
Using llm-compressor to quantize Phi-3-medium-128k-instruct changes the config.json. Specifically, "rope_scaling" is change…
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**Describe the bug**
A clear and concise description of what the bug is.
When trying to quantize the StarCoder2 models, I run into a index error due to estimates of the quantization. Specifically,…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### YOLOv8 Component
Other
### Bug
Download…
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command:pip install deepsparse[yolov8]
version:deepsparse-1.7.1
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**Describe the bug**
I downloaded and tested the [yolov8-s-coco-pruned70_quantized](https://sparsezoo.neuralmagic.com/models/yolov8-s-coco-pruned70_quantized?hardware=deepsparse-c6i.12xlarge&comparis…
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`def process_frame(frame, contours, pts,
object_code, model, class_thresh: int = 0.25,
_algorithm_queue: multiprocessing.Queue = None):
results = model.predi…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…