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pszemraj/flan-t5-base-instruct-dolly_hhrlhf
flan-t5-base-instruct-dolly_hhrlhf is a text generation model from pszemraj. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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From the Hugging Face model README
This model is a fine-tuned version of google/flan-t5-base on the pszemraj/dolly_hhrlhf-text2text dataset.
text2text models fine-tuned on a modified dataset for text2text generation based on the relatively more permissive mosaicml/dolly_hhrlhf dataset.
Basic usage in Python:
# pip install -q transformers accelerate
import torch
from transformers import pipeline, GenerationConfig
model_name = "pszemraj/flan-t5-base-instruct-dolly_hhrlhf"
assistant = pipeline(
"text2text-generation",
model_name,
device=0 if torch.cuda.is_available() else -1,
)
cfg = GenerationConfig.from_pretrained(model_name)
# pass an 'instruction' as the prompt to the pipeline
prompt = "Write a guide on how to become a ninja while working a 9-5 job."
result = assistant(prompt, generation_config=cfg)[0]["generated_text"]
print(result)
* using the generation config is optional, can subsitute with other generation params.
The following hyperparameters were used during training: