Llama-3-8b-ita-ties
This is a merge of pre-trained language models created using mergekit.
I tried to merge two of the best Italian LLMs using Mergekit. The results are acceptable, but I could not improve on the best existing model.
Evaluation
For a detailed comparison of model performance, check out the Leaderboard for Italian Language Models.
Here's a breakdown of the performance metrics:
| Metric | hellaswag_it acc_norm | arc_it acc_norm | m_mmlu_it 5-shot acc | Average |
|---|---|---|---|---|
| Accuracy Normalized | 0.6621 | 0.5535 | 0.5749 | 0.5968 |
Merge Details
Merge Method
This model was merged using the TIES merge method using meta-llama/Meta-Llama-3-8B as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
models:
- model: meta-llama/Meta-Llama-3-8B
# no parameters necessary for base model
- model: swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA
parameters:
density: 0.5
weight: 0.6
- model: DeepMount00/Llama-3-8b-Ita
parameters:
density: 0.5
weight: 0.3
merge_method: ties
base_model: meta-llama/Meta-Llama-3-8B
parameters:
normalize: true
dtype: bfloat16