metadata
library_name: transformers
tags:
- SmolLM2
- Pruning
license: apache-2.0
Pruned SmolLM2-1.7B model - total parameters 1.47B.
Intermediate step, requires further training - try it yourself.
Eval results using SmolLM evaluation scripts (LightEval):
| Task | Version | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| all | acc_norm | 0.4555 | ± | 0.0114 | |
| qem | 0.0431 | ± | 0.0022 | ||
| custom:arc:_average:0 | acc_norm | 0.5021 | ± | 0.0120 | |
| custom:arc:challenge:0 | 0 | acc_norm | 0.3686 | ± | 0.0141 |
| custom:arc:easy:0 | 0 | acc_norm | 0.6355 | ± | 0.0099 |
| custom:commonsense_qa:0 | 0 | acc_norm | 0.3333 | ± | 0.0135 |
| custom:gsm8k:5 | 0 | qem | 0.0076 | ± | 0.0024 |
| custom:hellaswag:0 | 0 | acc_norm | 0.5568 | ± | 0.0050 |
| custom:mmlu_pro:0 | 0 | acc_norm | 0.1287 | ± | 0.0031 |
| custom:openbook_qa:0 | 0 | acc_norm | 0.3660 | ± | 0.0216 |
| custom:piqa:0 | 0 | acc_norm | 0.7187 | ± | 0.0105 |
| custom:trivia_qa:0 | 0 | qem | 0.0787 | ± | 0.0020 |
| custom:winogrande:0 | 0 | acc_norm | 0.5367 | ± | 0.0140 |