Total runs:
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Run Growth:
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Growth Rate:
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davidkim205 / nox-solar-10.7b-v2
Model's Last Updated: March 18 2024
text-generation
Introduction of nox-solar-10.7b-v2
Model Details of nox-solar-10.7b-v2
nox
The nox project is a set of tools that make it easy to use various fine tuning technologies using solar models. We constructed ko data using grammatically accurate data.(It's not perfect, but I tried my best.) And we created nox-solar model using a fine-tuning technique(sft,dpo) Our model, the nox-solar model, ranked first on the Open Ko-LLM Leaderboard .
Currently, we are planning to make all code and datasets public.
Through this, users are expected to be able to freely conduct research and development using Nox.
Model Details
- Model Developers : davidkim(changyeon kim)
- Repository : https://github.com/davidkim205/nox
- base mode : Edentns/DataVortexS-10.7B-dpo-v1.11
- dpo dataset : davidkim205/kollm-comparision
- evalution : kollm_evalution
- evalution dataset : open-ko-llm-leaderboard datasets
Evaluation
The Open Ko-LLM Leaderboard
| Model | Average | Ko-ARC | Ko-HellaSwag | Ko-MMLU | Ko-TruthfulQA | Ko-CommonGen V2 |
|---|---|---|---|---|---|---|
| davidkim205/nox-solar-10.7b-v2 | 65.38 | 73.46 | 67.32 | 58.7 | 71.94 | 55.49 |
kollm_evalution
| model | Average | Ko-TruthfulQA_mc1 | Ko-MMLU | Ko-HellaSwag | Ko-CommonGen V2 | Ko-ARC-Easy | kobest | kobest_boolq | kobest_copa | kobest_hellaswag | kobest_sentineg | kobest_wic |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| davidkim205/nox-solar-10.7b-v2 | 66.68 | 55.2 | 46.39 | 84.99 | 85.98 | 68.17 | 59.33 | 50.71 | 75.5 | 59 | 94.46 | 48.81 |
Runs of davidkim205 nox-solar-10.7b-v2 on huggingface.co
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Total runs
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24-hour runs
-3
3-day runs
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30-day runs
More Information About nox-solar-10.7b-v2 huggingface.co Model
Url of nox-solar-10.7b-v2
nox-solar-10.7b-v2 huggingface.co Url
Provider of nox-solar-10.7b-v2 huggingface.co
Other API from davidkim205
Updated:April 08 2024
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