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experiment2-cause-qLoRa – AI Model by NLUHOPOE | AlphaNeural AI
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experiment2-cause-qLoRa
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Open-Orca/SlimOrca
apache-2.0
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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
https://github.com/trailerAI
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
