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Llama-3-8b-ita-ties-pro
anakin87/Llama-3-8b-ita-ties-pro
Llama-3-8b-ita-ties-pro is a text generation model from anakin87. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
This is a merge of pre-trained language models created using mergekit.
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Parameters
8B
16.1 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Model type
- llama
- Access
- Public
- Created
- May 18, 2024
- Updated
- May 24, 2024
- SHA
- 5ddd6d5b
Base models
Model card
From the Hugging Face model README
Llama-3-8b-ita-ties-pro
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 | 0.6967 | 0.5646 | 0.5717 | 0.6110 |
Merge Details
Merge Method
This model was merged using the TIES merge method using meta-llama/Meta-Llama-3-8B-Instruct 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-Instruct
# no parameters necessary for base model
- model: swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA
parameters:
density: 0.7
weight: 0.6
- model: DeepMount00/Llama-3-8b-Ita
parameters:
density: 0.7
weight: 0.3
merge_method: ties
base_model: meta-llama/Meta-Llama-3-8B-Instruct
parameters:
normalize: true
dtype: bfloat16
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3
- Languages
- it
- Featherless Ai
- live
- Created
- May 18, 2024
- Updated
- May 24, 2024