Edit model card

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. 60.44
AI2 Reasoning Challenge (25-Shot) 60.32
HellaSwag (10-Shot) 82.92
MMLU (5-Shot) 62.30
TruthfulQA (0-shot) 45.47
Winogrande (5-shot) 78.06
GSM8k (5-shot) 33.59
Downloads last month

-

Downloads are not tracked for this model. How to track
Inference API
Unable to determine this model's library. Check the docs .

Dataset used to train NLUHOPOE/experiment2-cause-non-qLoRa

Evaluation results