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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
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Inference API
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Dataset used to train NLUHOPOE/experiment2-cause-qLoRa

Evaluation results