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Any plans to train a instruction-following version? #55

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matthewdm0816 opened this issue Mar 24, 2023 · 3 comments
Closed

Any plans to train a instruction-following version? #55

matthewdm0816 opened this issue Mar 24, 2023 · 3 comments

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@matthewdm0816
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Alpaca released their dataset on instruction tuning which is used on many other LLMs, any plan to finetune the RWKV on similar data?
Here are a source of Chinse alpaca:https://github.com/LC1332/Chinese-alpaca-lora

@innerop
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innerop commented Mar 24, 2023

@BlinkDL
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BlinkDL commented Mar 26, 2023

Update ChatRWKV v2 to latest version and you can try an RWKV 7B Alpaca test model:

https://huggingface.co/BlinkDL/rwkv-4-pile-7b/blob/main/RWKV-4-Pile-7B-Instruct-test4-20230326.pth

It's recommended to use +i for "Alpaca Instruct". Examples:

+i Explain the following metaphor: "Life is like cats". 
+i write a python function to read data from an excel file.

@BlinkDL BlinkDL closed this as completed Mar 26, 2023
@winglian
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Update ChatRWKV v2 to latest version and you can try an RWKV 7B Alpaca test model:

https://huggingface.co/BlinkDL/rwkv-4-pile-7b/blob/main/RWKV-4-Pile-7B-Instruct-test4-20230326.pth

It's recommended to use +i for "Alpaca Instruct". Examples:

+i Explain the following metaphor: "Life is like cats". 
+i write a python function to read data from an excel file.

@BlinkDL how are instruct datasets prepared? I assume use https://github.com/BlinkDL/RWKV-v2-RNN-Pile/blob/main/RWKV-v3/prepare_data.py. Are all the instructions concatenated into the same array, or is into a multi-dimensional array? tia!

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