Brajananda Mahata commited on
Commit
175bb8d
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1 Parent(s): 4ebc27f

hello world

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Files changed (2) hide show
  1. app.py +29 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ from transformers import AutoTokenizer
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+ import transformers
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+ import torch
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+ import gradio as gr
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+
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+ model= "PY007/TinyLlama-1.1B-step-50K-105b"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model)
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+
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+ pipeline = transformers.pipeline(
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+ "text-generation",
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+ model=model,
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+ torch_dtype=torch.float16,
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+ device_map="auto",
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+ )
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+
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+
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+ sequences = pipeline(
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+ 'The TinyLlama project aims to pretrain a 1.1B Llama model on 3 trillion tokens. With some proper optimization, we can achieve this within a span of "just" 90 days using 16 A100-40G GPUs πŸš€πŸš€. The training has started on 2023-09-01.Chat Using TinyLlama',
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+ do_sample=True,
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+ top_k=10,
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+ num_return_sequences=1,
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+ repetition_penalty=1.5,
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+ eos_token_id=tokenizer.eos_token_id,
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+ max_length=500,
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+ )
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+
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+ for seq in sequences:
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+ print(f"Result :{seq['generated_text']}")
requirements.txt ADDED
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+ transformers
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+ torch