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README.md
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---
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language:
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- en
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- zh
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- fr
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- es
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- de
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- pt
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- ru
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- it
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- ja
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- ko
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- vi
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- ar
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tags:
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- pytorch
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- text-generation
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- causal-lm
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- rwkv
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license: apache-2.0
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datasets:
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- cerebras/SlimPajama-627B
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- EleutherAI/pile
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- bigcode/starcoderdata
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- oscar-corpus/OSCAR-2301
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---
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# RWKV-7 World
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Use rwkv pip package 0.8.28+ for RWKV-7 inference: https://pypi.org/project/rwkv/
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https://www.rwkv.com/
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For developers: https://github.com/BlinkDL/RWKV-LM/tree/main/RWKV-v7
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## Model Description
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RWKV-7 trained on 100+ world languages (80% English, 10% multilang, 10% code).
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Recommended fine-tuning format (use \n for newlines):
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```
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User: xxxxxxxxxxxxxxx
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Assistant: xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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User: xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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Assistant: xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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xxxxxxxxxxxxxxx
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```
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A good chat prompt (better replace \n\n in xxx to \n, such that there will never be extra \n\n in response):
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```
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User: hi
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Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
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User: xxx
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Assistant:
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```
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QA prompt (better replace \n\n in xxx to \n, such that there will never be extra \n\n in response):
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```
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Question: xxx
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Answer:
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```
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and
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```
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Instruction: xxx
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Input: xxx
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Response:
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```
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!!! There should not be any space after your final ":" or you will upset the tokenizer and see non-English reponse !!!
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!!! There should not be any space after your final ":" or you will upset the tokenizer and see non-English reponse !!!
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!!! There should not be any space after your final ":" or you will upset the tokenizer and see non-English reponse !!!
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