anakin87/Llama-3-8b-ita-slerp

Llama-3-8b-ita-slerp

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:

Merge Details

Merge Method

This model was merged using the SLERP merge method.

Models Merged

The following models were included in the merge:

• —swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA
• —DeepMount00/Llama-3-8b-Ita

Configuration

The following YAML configuration was used to produce this model:

slices:
- sources:
  - model: swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA
    layer_range:
    - 0
    - 32
  - model: DeepMount00/Llama-3-8b-Ita
    layer_range:
    - 0
    - 32
merge_method: slerp
base_model: swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA
parameters:
  t:
  - filter: self_attn
    value:
    - 0
    - 0.5
    - 0.3
    - 0.7
    - 1
  - filter: mlp
    value:
    - 1
    - 0.5
    - 0.7
    - 0.3
    - 0
  - value: 0.5
dtype: bfloat16