Downloads · 30 days
3
18% of all-time downloads
phi-3-mini-pruned-fisher-de2
olusegunola/phi-3-mini-pruned-fisher-de2
phi-3-mini-pruned-fisher-de2 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 microsoft/Phi-3-mini-4k-instruct using Fisher Information scoring and DARE-inspired sparse reconstruction. - Base Model: microsoft/Phi-3-mini-4k-instruct - Parameter Reduction:…
All-time downloads
17
Public
Parameters
2.3B
4.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.5 GB · 100%
At a glance
- License
- mit
- Model type
- phi3
- Access
- Public
- Created
- Oct 4, 2025
- Updated
- Oct 4, 2025
- SHA
- e65a0fb4
Model card
From the Hugging Face model README
Pruned Language Model: olusegunola/phi-3-mini-pruned-fisher-de2
This is a structurally pruned version of microsoft/Phi-3-mini-4k-instruct using Fisher Information scoring and DARE-inspired sparse reconstruction.
- Base Model:
microsoft/Phi-3-mini-4k-instruct - Parameter Reduction: 41.10% of total trainable parameters were removed.
Evaluation Results
| Task | Metric | Value |
|---|---|---|
| Evaluation not run |
- Type
- phi3
- License
- mit
- Created
- Oct 4, 2025
- Updated
- Oct 4, 2025