Text Generation
Transformers
PyTorch
Japanese
gpt_neox
lm
nlp
text-generation-inference
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+ ---
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+ license: cc-by-sa-4.0
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+ tags:
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+ - ja
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+ - gpt_neox
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+ - text-generation
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+ - lm
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+ - nlp
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+ datasets:
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+ - kunishou/databricks-dolly-15k-ja
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+ - kunishou/hh-rlhf-49k-ja
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+ - Jumtra/oasst1_ja
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+ - Jumtra/jglue_jnli
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+ - Jumtra/jglue_jsquad
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+ - Jumtra/jglue_jsquads_with_input
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+ inference: false
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+ language:
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+ - ja
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+ ---
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+
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+ # open-calm-7b
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+
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+ 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。
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+
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+ ## Model Date
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+
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+ June 28, 2023
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+
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+ ## Model License
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+
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+ cc-by-sa-4.0
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+
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+
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+ ## 評価
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+
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+ [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
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+ また、学習時のvalidateデータに対してのPerplexityを記載した。
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+
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+ | model name | 正答率 | Perplexity |
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+ | ---- | ---- | ---- |
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+ | [Jumtra/rinna-3.6b-tune-ep5](https://huggingface.co/Jumtra/rinna-3.6b-tune-ep5)| 40/100 | 8.105 |
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+ | [Jumtra/rinna-v1-tune-ep1](https://huggingface.co/Jumtra/rinna-v1-tune-ep1) | 42/100 | 7.458 |
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+ | [Jumtra/rinna-v1-tune-ep3](https://huggingface.co/Jumtra/rinna-v1-tune-ep3) | 41/100 | 7.034 |
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+ | [Jumtra/calm-7b-tune-ep4](https://huggingface.co/Jumtra/calm-7b-tune-ep4) | 40/100 | 9.766 |
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+ | [Jumtra/calm-v3-ep1](https://huggingface.co/Jumtra/calm-v3-ep1) | 35/100 | 9.305 |
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+ | [Jumtra/calm-v3-ep3](https://huggingface.co/Jumtra/calm-v3-ep3) | 37/100 | 13.276 |