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@@ -16,7 +16,7 @@ finetuend on instruction datasets ,can do Role play, for openllm leaderboard, im
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  this is a huggingface formatted model
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  checkpoint can be founded here https://huggingface.co/xiaol/Model_zoo/blob/main/rwkv-raven-14B-v4-one-state.pth
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- and need to use new vocabs file: https://huggingface.co/xiaol/Model_zoo/blob/main/20B_tokenizer_new_inference.json
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  ```
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  from transformers import AutoTokenizer, AutoModelForCausalLM
 
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  this is a huggingface formatted model
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  checkpoint can be founded here https://huggingface.co/xiaol/Model_zoo/blob/main/rwkv-raven-14B-v4-one-state.pth
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+ and need to use new vocabs file https://huggingface.co/xiaol/Model_zoo/blob/main/20B_tokenizer_new_inference.json
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  ```
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  from transformers import AutoTokenizer, AutoModelForCausalLM