Downloads · 30 days
13
52% of all-time downloads
phi-3-mini-pruned-wanda
olusegunola/phi-3-mini-pruned-wanda
phi-3-mini-pruned-wanda is a machine learning model from olusegunola. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is a structurally pruned version of the microsoft/Phi-3-mini-4k-instruct model using the Wanda (Weight-Activation Magnitude) pruning method. - Base Model: microsoft/Phi-3-mini-4k-instruct - Parameter Reduction: 4…
All-time downloads
25
Public
Parameters
2.1B
4.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.3 GB · 100%
At a glance
- License
- mit
- Model type
- phi3
- Access
- Public
- Created
- Oct 2, 2025
- Updated
- Oct 2, 2025
- SHA
- c82b478b
Model card
From the Hugging Face model README
Pruned Language Model: olusegunola/phi-3-mini-pruned-wanda
This is a structurally pruned version of the microsoft/Phi-3-mini-4k-instruct model using the Wanda (Weight-Activation Magnitude) pruning method.
- Base Model:
microsoft/Phi-3-mini-4k-instruct - Parameter Reduction: 44.26% of total trainable parameters were removed.
- Average Reconstruction Loss (MSE):
0.048602
Evaluation Results
Performance on common language model benchmarks (0-shot), limited to 100 samples:
| Task | Metric | Value |
|---|---|---|
| Evaluation not run |
- Type
- phi3
- License
- mit
- Languages
- en
- Created
- Oct 2, 2025
- Updated
- Oct 2, 2025