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reasonwang/
flan-alpaca-gpt4-lora-xl

Name: flan-alpaca-gpt4-lora-xl
Availability: InStock

2106.09685

apache-2.0

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Out repository flan-alpaca-lora contains the details to train flan-t5 with Alpaca instructions and low-rank adaptation.

This model is trained with alpaca-gpt4 instructions data.

Usage:

python

import transformers
from peft import PeftModel

model_name = "google/flan-t5-xl"; peft_model_id = "reasonwang/flan-alpaca-gpt4-lora-xl"
tokenizer = transformers.AutoTokenizer.from_pretrained(model_name)
base_model = transformers.AutoModelForSeq2SeqLM.from_pretrained(model_name)
peft_model = PeftModel.from_pretrained(base_model, peft_model_id)

inputs = tokenizer("If you are the president of a developing country, what you will do to make your country better?", return_tensors="pt")
outputs = peft_model.generate(**inputs, max_length=256, do_sample=True)
print(tokenizer.batch_decode(outputs, skip_special_tokens=True))