I got weird answer from example code. How can i get a normal answer?

#105
by yarusalka - opened

I did copy and pasete the example code which uses HF.

import transformers
import torch

model_id = "meta-llama/Meta-Llama-3-8B"

pipeline = transformers.pipeline(
pipeline("Hey how are you doing today?")

but I got a following response from llama3 . Is there anyone who can explain this?

pipeline("Hey how are you doing today?")
Setting pad_token_id to eos_token_id:128001 for open-end generation.
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yarusalka changed discussion title from I got weird anser from example code. How can i get a normal answer? to I got weird answer from example code. How can i get a normal answer?

im getting equally terrible answers but atleast its in English :P .. i used the following parameters while creating the pipeline
model_kwargs={"torch_dtype": torch.bfloat16,
"do_sample": True,
"temperature": 0.5,
"top_p": 0.9 }

key is to play around with temperature and top_p ..also there's got to be someway to mention eos token ( that should reduce the length of your response )

Could you tell how to use eos token,please

just use the exact code from here ..this works perfectly

https://github.com/huggingface/blog/blob/main/llama3.md#how-to-prompt-llama-3

Thank you! And i just find that the "Meta-Llama-3-8B-Instruct" is good. maybe you can get a normal answer from "Meta-Llama-3-8B-Instruct".
https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct

Try formatting the code before you execute it.

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yarusalka changed discussion status to closed
yarusalka changed discussion status to open

thanks for helps, i just used llama3-8B with example code and it seems that it just generated sentences.
when i used llama3-8b-instruct with example code from https://github.com/huggingface/blog/blob/main/llama3.md#how-to-prompt-llama-3 as Impulse911 mentioned, it worked as i expected.

yarusalka changed discussion status to closed

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