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@@ -116,8 +116,8 @@ You will first need to install `transformers` and `accelerate` (just to ease the
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  ```python
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  import torch
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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- model = AutoModelForCausalLM.from_pretrained("DRXD1000/Phoenix", torch_dtype=torch.bfloat16, device_map="auto")
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- tokenizer = AutoTokenizer.from_pretrained("DRXD1000/Phoenix")
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  prompt = """<|system|>
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  </s>
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  <|user|>
@@ -131,9 +131,9 @@ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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  ## Ethical Considerations and Limitations
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- As with all LLMs, the potential outputs of `DRXD1000/Phoenix` cannot be predicted
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  in advance, and the model may in some instances produce inaccurate, biased or other objectionable responses
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- to user prompts. Therefore, before deploying any applications of `DRXD1000/Phoenix`, developers should
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  perform safety testing and tuning tailored to their specific applications of the model.
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  Please see Meta's [Responsible Use Guide](https://ai.meta.com/llama/responsible-use-guide/).
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  ```python
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  import torch
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  from transformers import AutoModelForCausalLM, AutoTokenizer
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+ model = AutoModelForCausalLM.from_pretrained("DRXD1000/Phoenix-GPTQ", torch_dtype=torch.bfloat16, device_map="auto")
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+ tokenizer = AutoTokenizer.from_pretrained("DRXD1000/Phoenix-GPTQ")
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  prompt = """<|system|>
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  </s>
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  <|user|>
 
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  ## Ethical Considerations and Limitations
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+ As with all LLMs, the potential outputs of `DRXD1000/Phoenix-GPTQ` cannot be predicted
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  in advance, and the model may in some instances produce inaccurate, biased or other objectionable responses
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+ to user prompts. Therefore, before deploying any applications of `DRXD1000/Phoenix-GPTQ`, developers should
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  perform safety testing and tuning tailored to their specific applications of the model.
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  Please see Meta's [Responsible Use Guide](https://ai.meta.com/llama/responsible-use-guide/).
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