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experiment2-cause-qLoRa
NLUHOPOE/experiment2-cause-qLoRa
experiment2-cause-qLoRa is a machine learning model from NLUHOPOE. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Model Description: This model is test for data ordering. Developed by: Juhwan Lee Model Type: Large Language Model
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Public
Updated Mar 4, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 1, 2024
- Updated
- Mar 4, 2024
- SHA
- 5c8adc97
Datasets
Model card
From the Hugging Face model README
Model Details
- Model Description: This model is test for data ordering.
- Developed by: Juhwan Lee
- Model Type: Large Language Model
Model Architecture
This model is based on Mistral-7B-v0.1. We fine-tuning this model for data ordering task.
Mistral-7B-v0.1 is a transformer model, with the following architecture choices:
- Grouped-Query Attention
- Sliding-Window Attention
- Byte-fallback BPE tokenizer
Dataset
We random sample SlimOrca dataset.
Guthub
License
Apache License 2.0
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 61.05 |
| AI2 Reasoning Challenge (25-Shot) | 60.41 |
| HellaSwag (10-Shot) | 82.76 |
| MMLU (5-Shot) | 62.15 |
| TruthfulQA (0-shot) | 47.13 |
| Winogrande (5-shot) | 78.85 |
| GSM8k (5-shot) | 35.03 |
- License
- apache-2.0
- Languages
- en
- Created
- Mar 1, 2024
- Updated
- Mar 4, 2024