|
--- |
|
license: cc-by-sa-4.0 |
|
tags: |
|
- ja |
|
- gpt_neox |
|
- text-generation |
|
- lm |
|
- nlp |
|
datasets: |
|
- kunishou/databricks-dolly-15k-ja |
|
- kunishou/hh-rlhf-49k-ja |
|
- Jumtra/oasst1_ja |
|
- Jumtra/jglue_jnli |
|
- Jumtra/jglue_jsquad |
|
- Jumtra/jglue_jsquads_with_input |
|
inference: false |
|
language: |
|
- ja |
|
--- |
|
|
|
# open-calm-7b |
|
|
|
このモデルは、MosaicMLのllm-foundryリポジトリを使用して[Jumtra/calm-7b-tune-ep4](https://huggingface.co/Jumtra/calm-7b-tune-ep4)をファインチューニングしたモデルです。 |
|
|
|
## Model Date |
|
|
|
June 28, 2023 |
|
|
|
## Model License |
|
|
|
cc-by-sa-4.0 |
|
|
|
|
|
## 評価 |
|
|
|
[Jumtra/test_data_100QA](https://huggingface.co/datasets/Jumtra/test_data_100QA)を用いてモデルの正答率を評価した |
|
また、学習時のvalidateデータに対してのPerplexityを記載した。 |
|
|
|
| model name | 正答率 | Perplexity | |
|
| ---- | ---- | ---- | |
|
| [Jumtra/rinna-3.6b-tune-ep5](https://huggingface.co/Jumtra/rinna-3.6b-tune-ep5)| 40/100 | 8.105 | |
|
| [Jumtra/rinna-v1-tune-ep1](https://huggingface.co/Jumtra/rinna-v1-tune-ep1) | 42/100 | 7.458 | |
|
| [Jumtra/rinna-v1-tune-ep3](https://huggingface.co/Jumtra/rinna-v1-tune-ep3) | 41/100 | 7.034 | |
|
| [Jumtra/calm-7b-tune-ep4](https://huggingface.co/Jumtra/calm-7b-tune-ep4) | 40/100 | 9.766 | |
|
| [Jumtra/calm-v3-ep1](https://huggingface.co/Jumtra/calm-v3-ep1) | 35/100 | 9.305 | |
|
| [Jumtra/calm-v3-ep3](https://huggingface.co/Jumtra/calm-v3-ep3) | 37/100 | 13.276 | |
