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--- |
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language: |
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- en, |
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pipeline_tag: conversational |
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license: other |
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license_name: yi-license |
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license_link: https://huggingface.co/01-ai/Yi-34B/blob/main/LICENSE |
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--- |
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<p align="center"> |
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<img src="/static-proxy?url=https%3A%2F%2Fcdn-uploads.huggingface.co%2Fproduction%2Fuploads%2F644ba0c76ebb3ebf7264dbe9%2FPWn9I-0XH7kSP_YXcyxIg.png%26quot%3B%3C%2Fspan%3E width="400"/> |
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</p> |
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--- |
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# SG Raccoon Yi 55B |
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The first 55B auto-regressive causal LM created by combining 2x finetuned [Yi 34b](https://huggingface.co/01-ai/Yi-34B) into one. |
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# Prompting Format |
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``` |
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single-turn: <|startoftext|>Human: Hello!\n\nAssistant: <|endoftext|> |
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multi-turn: <|startoftext|>Human: Hello!\n\nAssistant: <|endoftext|>Hi!<|endoftext|>Human: How are you?\n\nAssistant: <|endoftext|>target2<|endoftext|> |
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``` |
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# Merge process |
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The models used in the merge are [dolphin-2_2-yi-34b](https://huggingface.co/ehartford/dolphin-2_2-yi-34b) and [OrionStar-Yi-34B-Chat-Llama](https://huggingface.co/OrionStarAI/OrionStar-Yi-34B-Chat-Llama). |
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The layer ranges used are as follows: |
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```yaml |
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- range 0, 16 |
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OrionStar-Yi-34B-Chat |
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- range 8, 24 |
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dolphin-2_2-yi-34b |
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- range 17, 32 |
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OrionStar-Yi-34B-Chat |
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- range 25, 40 |
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dolphin-2_2-yi-34b |
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- range 33, 48 |
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OrionStar-Yi-34B-Chat |
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- range 41, 56 |
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dolphin-2_2-yi-34b |
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- range 49, 64 |
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OrionStar-Yi-34B-Chat |
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- range 57, 72 |
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dolphin-2_2-yi-34b |
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- range 65, 80 |
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OrionStar-Yi-34B-Chat |
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``` |
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# Tips |
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Being a Yi model, try disabling the BOS token and/or running a lower temperature with MinP (and no other samplers) if output doesn't seem right. Yi tends to run "hot" by default. |
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Sometimes the model "spells out" the stop token as </s> like Capybara, so you may need to add </s> as an additional stopping condition. |
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# Benchmarks |
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Coming soon. |
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# Acknowledgements |
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- Special thanks to [MSS](https://milanosamplesale.com/) for sponsoring this project |
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- [@chargoddard](https://huggingface.co/chargoddard) for developing the framework used to merge the model - [mergekit](https://github.com/cg123/mergekit). |
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- Great thanks to [@Undi95](https://huggingface.co/Undi95) for helping figuring out model merge options |
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- Also credits to the [01-ai](https://huggingface.co/01-ai) team for their amazing models |
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- This merged model is inspired by [Goliath 120B](https://huggingface.co/alpindale/goliath-120b) |
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