mouaddb commited on
Commit
78d86fc
1 Parent(s): c684f19

Rename appy.py to app.py

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Files changed (2) hide show
  1. app.py +60 -0
  2. appy.py +0 -0
app.py ADDED
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+ import os
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+ import gradio as gr
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+
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+ from text_generation import Client, InferenceAPIClient
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+
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+
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+ def get_client(model: str):
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+ return InferenceAPIClient(model, token=os.getenv("HF_TOKEN", None))
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+
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+
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+ def get_usernames(model: str):
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+ """
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+ Returns:
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+ (str, str, str, str): pre-prompt, username, bot name, separator
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+ """
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+ if model in ("OpenAssistant/oasst-sft-1-pythia-12b", "OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5"):
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+ return "", "<|prompter|>", "<|assistant|>", "<|endoftext|>"
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+ return "", "User: ", "Assistant: ", "\n"
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+
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+
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+ def predict(
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+ inputs: str,
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+ ):
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+ model = "OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5"
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+ client = get_client(model)
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+ preprompt, user_name, assistant_name, sep = get_usernames(model)
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+
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+ past = []
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+
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+ total_inputs = preprompt + "".join(past) + inputs + sep + assistant_name.rstrip()
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+
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+ partial_words = ""
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+
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+ if model in ("OpenAssistant/oasst-sft-1-pythia-12b", "OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5"):
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+ iterator = client.generate(
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+ total_inputs,
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+ typical_p=0.1,
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+ truncate=1000,
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+ watermark=0,
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+ max_new_tokens=500,
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+ )
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+
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+
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+ yield iterator.generated_text
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+
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+ g = gr.Interface(
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+ fn=predict,
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+ inputs=[
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+
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+ gr.components.Textbox(lines=2, label="Input", placeholder="none"),
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+ ],
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+ outputs=[
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+ gr.inputs.Textbox(
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+ lines=5,
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+ label="Output",
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+ )
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+ ]
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+ )
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+ g.queue(concurrency_count=1)
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+ g.launch()
appy.py DELETED
File without changes