lfm-700m-pruned / README.md
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# LFM2-700M Pruned Model
This model has been pruned from the original LFM2-700M.
## Pruning Details
| Metric | Value |
|--------|-------|
| Original Parameters | 742,489,344 |
| Pruned Parameters | 222,746,803 |
| Overall Sparsity | 30.00% |
| Pruning Threshold | 0.007446 |
## Usage
This pruned model can be used the same way as the original model.
Note that inference speed may not improve without sparse computation support.
## Original Model
Source: https://huggingface.co/LiquidAI/LFM2-700M