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bot.py
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import discord
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import os
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from discord.ext import commands
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from huggingface_hub import InferenceClient
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client = commands.Bot(command_prefix='!')
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inference_client = InferenceClient("HuggingFaceH4/zephyr-7b-alpha")
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@client.event
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async def on_ready():
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print(f'Logged in as {client.user.name}')
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@client.command(name="ask")
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async def ask(ctx, *, question):
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history = [] # Add the conversation history if needed
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response = next(generate(question, history))
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await ctx.send(response)
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def generate(prompt, history, temperature=0.9, max_new_tokens=500, top_p=0.95, repetition_penalty=1.0):
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temperature = float(temperature)
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if temperature < 1e-2:
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temperature = 1e-2
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top_p = float(top_p)
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generate_kwargs = dict(
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temperature=temperature,
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max_new_tokens=max_new_tokens,
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top_p=top_p,
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repetition_penalty=repetition_penalty,
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do_sample=True,
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seed=42,
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)
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formatted_prompt = format_prompt(prompt, history)
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# Use the InferenceClient for text generation
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stream = inference_client.text_generation(
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formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False
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)
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output = ""
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for response in stream:
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output += response.token.text
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return output
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def start():
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client.run(os.getenv("token"))
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