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e-palmisano_-_Qwen2-0.5B-ITA-Instruct-8bits
RichardErkhov/e-palmisano_-_Qwen2-0.5B-ITA-Instruct-8bits
e-palmisano_-_Qwen2-0.5B-ITA-Instruct-8bits is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
Qwen2-0.5B-ITA-Instruct - bnb 8bits
- Model creator: https://huggingface.co/e-palmisano/
- Original model: https://huggingface.co/e-palmisano/Qwen2-0.5B-ITA-Instruct/
Original model description:
license: apache-2.0 datasets:
- gsarti/clean_mc4_it
- FreedomIntelligence/alpaca-gpt4-italian language:
- it
- en
This model has been fine-tuned with the continuous pretraining mode of Unsloth on the gsarti/clean_mc4_it dataset (only 100k rows) to improve the Italian language. The second fine-tuning was performed on the instructed dataset FreedomIntelligence/alpaca-gpt4-italian.
Uploaded model
- Developed by: e-palmisano
- License: apache-2.0
- Finetuned from model : unsloth/Qwen2-0.5B-Instruct-bnb-4bit
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 | 36.28 | 27.63 | 35.4 | 33.1 |
This qwen2 model was trained 2x faster with Unsloth and Huggingface's TRL library.
- Type
- qwen2
- Created
- Oct 30, 2024
- Updated
- Oct 30, 2024