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--- |
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license: apache-2.0 |
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language: |
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- cy |
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- en |
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datasets: |
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- yahma/alpaca-cleaned |
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- allenai/MADLAD-400 |
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--- |
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 |
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# Mistral-7B-Cymraeg-Welsh-v2 # |
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This is a bilingual Mistral chat / instruct model trained in both English and Welsh languages. |
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The model is based on [BangorAI/mistral-7b-cy-epoch-2](https://huggingface.co/BangorAI/mistral-7b-cy-epoch-2) which is a continual pre-training of the [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) model with Welsh data from the [allenai/MADLAD-400](https://huggingface.co/datasets/allenai/MADLAD-400) dataset for 2 epochs. |
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The model was then fine-tuned using the [yahma/alpaca-cleaned](https://huggingface.co/datasets/yahma/alpaca-cleaned) dataset in both Welsh and English languages, also for 2 epochs. |
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## Demo ## |
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An online demo of the model can be found at [https://demo.bangor.ai](https://demo.bangor.ai) |
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It's an experimental LLM, so don't take any response from the model seriously or as factually correct. You are responsible for any output you generate. |
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## Format ## |
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The LLM uses the Llama-2 format for its prompts: |
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``` |
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<s>[INST] <<SYS>> |
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{{ system_prompt }} |
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<</SYS>> |
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{{ user_message }} [/INST] |
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``` |
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The language of the system prompt will guide the LLM as to which language it should respond in. |
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For example, in English: |
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``` |
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<s>[INST] <<SYS>> |
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You are a helpful assistant that responds truthfully, logically and in detail. Answer in English. |
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<</SYS>> |
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{{ user_message }} [/INST] |
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``` |
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Similarily, for responses in Welsh: |
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``` |
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<s>[INST] <<SYS>> |
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Rydych chi'n gynorthwydd cymwynasgar sy'n barod i ateb unrhyw gwestiwn yn ffyddlon. Ymatebwch i gwestiwn y defnyddiwr yn llawn a gyda ffeithiau cywir yn y Gymraeg. |
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<</SYS>> |
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{{ user_message }} [/INST] |
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``` |
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--- |
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# Mistral-7B-Cymraeg-Welsh-v2 # |
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Mae hwn yn fodel sgwrsio / cyfawryddo Mistral dwyieithog wedi'i hyfforddi yn y Gymraeg a'r Saesneg. |
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Mae'r model yn seiliedig ar [BangorAI/mistral-7b-cy-epoch-2](https://huggingface.co/BangorAI/mistral-7b-cy-epoch-2) sy'n rhaghyfforddiant parhaus o fodel [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) gyda data [allenai/MADLAD-400](https://huggingface.co/datasets/allenai/MADLAD-400) ar gyfer 2 epoch. |
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Cafodd y model hyfforddiant cywrian pellach gan ddefnyddio'r dataset [yahma/alpaca-cleaned](https://huggingface.co/datasets/yahma/alpaca-cleaned) yn Gymraeg a Saesneg, hefyd am 2 epoch. |
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## Demo Byw ## |
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Mae fersiwn o'r model i'w gael yma am sgwrs: [https://demo.bangor.ai](https://demo.bangor.ai). |
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LLM arbrofol ydyw, felly peidiwch a chymeryd unrhyw ymateb gan y model o ddifri. |
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## Fformat Sgwrs ## |
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Mae iaith y "system prompt" yn arwain yr LLM i ymateb yn y Gymraeg neu'r Saesneg. |
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Er enghraifft, ar gyfer y Gymraeg: |
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``` |
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<s>[INST] <<SYS>> |
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Rydych chi'n gynorthwydd cymwynasgar sy'n barod i ateb unrhyw gwestiwn yn ffyddlon. Ymatebwch i gwestiwn y defnyddiwr yn llawn a gyda ffeithiau cywir yn y Gymraeg. |
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<</SYS>> |
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{{ user_message }} [/INST] |
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``` |
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Yn yr un modd, ar gyfer atebion yn Saesneg: |
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``` |
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<s>[INST] <<SYS>> |
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You are a helpful assistant that responds truthfully, logically and in detail. Answer in English. |
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<</SYS>> |
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{{ user_message }} [/INST] |
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``` |
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--- |
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*Contains information from [allenai/MADLAD-400](https://huggingface.co/datasets/allenai/MADLAD-400) which is made available |
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under the ODC Attribution License.* |
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