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+ ---
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+ language:
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+ - fi
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+ base_model: LumiOpen/Viking-7B
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+ license: apache-2.0
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+ datasets:
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+ - pinzhenchen/alpaca-cleaned-fi
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+ ---
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+ # Model Card for Finnish-Viking-Alpaca-V1-7B
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+
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+ This is a merge of [mpasila/Finnish-Viking-Alpaca-V1-LoRA-7B](https://huggingface.co/mpasila/Finnish-Viking-Alpaca-V1-LoRA-7B/).
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+
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+ LoRA trained with text-generation-webui in 4-bit using [LumiOpen/Viking-7B](https://huggingface.co/LumiOpen/Viking-7B/) as the base model for 1 epoch. Dataset used with the LoRA is [pinzhenchen/alpaca-cleaned-fi](https://huggingface.co/datasets/pinzhenchen/alpaca-cleaned-fi/).
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+
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+ It uses Alpaca format but with a translated instruction at the start:
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+ ```
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+ {
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+ "instruction,output": "Alla on ohje, jossa kuvataan tehtävä. Kirjoita vastaus, joka täyttää pyynnön asianmukaisesti.\n\n### Instruction:\n%instruction%\n\n### Response:\n%output%",
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+ "instruction,input,output": "Alla on ohje, jossa kuvataan tehtävä ja joka on yhdistetty kontekstia lisäävään syötteeseen. Kirjoita vastaus, joka täyttää pyynnön asianmukaisesti.\n\n### Instruction:\n%instruction%\n\n### Input:\n%input%\n\n### Response:\n%output%"
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+ }
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+
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+ ```
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+
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+ Merged using this [Colab notebook](https://colab.research.google.com/drive/1a76Y21GfPtmVs71Uztlgk2xzPA4_vVjs?usp=sharing). It might not be the best way to merge a quantized LoRA on to a float16 model but I just wanted to quickly do something. You can try merging it better if you want.
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+
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+ ## Evaluation
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+
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+ | Model | Size | Type | FIN-bench (score) |
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+ |-------|------|------|-------|
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+ | mpasila/Finnish-Viking-Alpaca-V1-7B | 7B | Instruct | |
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+ | mpasila/NordicAlpaca-Finnish-V1-7B | 7B | Instruct | 0.3891 |
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+ | [Finnish-NLP/llama-7b-finnish-instruct-v0.1](https://huggingface.co/Finnish-NLP/llama-7b-finnish-instruct-v0.1) | 7B | Instruct | **0.4365** |
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+ | [Finnish-NLP/llama-7b-finnish-instruct-v0.2](https://huggingface.co/Finnish-NLP/llama-7b-finnish-instruct-v0.2) | 7B | Instruct | 0.3993 |
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+ | [Finnish-NLP/llama-7b-finnish](https://huggingface.co/Finnish-NLP/llama-7b-finnish) | 7B | Base | 0.2350 |
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+ | [HPLT/gpt-7b-nordic-prerelease](https://huggingface.co/HPLT/gpt-7b-nordic-prerelease) | 7B | Base | 0.3169 |
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+
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+ [Source](https://docs.google.com/spreadsheets/d/1rqJb9dQVihg-Z1_Ras1L_-wuzPg9xNzpdmM2x5HueeY/edit?usp=sharing)
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+
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+ #### FIN-bench scores:
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+
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+ Not yet added.
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+
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+ ### Framework versions
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+
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+ - PEFT 0.8.2