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flan-t5-large-alpaca
zirui3/flan-t5-large-alpaca
flan-t5-large-alpaca is a machine learning model from zirui3. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Train flan-T5-large on alpaca dataset with LoRA
Access
Public
Updated Mar 30, 2023
Repo size
9.5 MB
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At a glance
- Access
- Public
- Created
- Mar 30, 2023
- Updated
- Mar 30, 2023
- SHA
- 57383e9a
Model card
From the Hugging Face model README
Model summary
Train flan-T5-large on alpaca dataset with LoRA
training
- torch==2.0.0+cu117
- transformers==4.28.0.dev0
- 8 x V100 32G
How to use
import transformers
from peft import PeftModel
base_model = transformers.AutoModelForSeq2SeqLM.from_pretrained("google/flan-t5-large")
peft_model = PeftModel.from_pretrained("zirui3/flan-t5-large-alpaca")
inputs = tokenizer("Any instruction that you like.", return_tensors="pt")
outputs = peft_model.generate(**inputs, max_length=128, do_sample=True)
print(tokenizer.batch_decode(outputs, skip_special_tokens=True)
- Created
- Mar 30, 2023
- Updated
- Mar 30, 2023