For example, here is a cat/dog classifier trained using prompts.
Cat prompt:
Cats are generally more independent and aloof. Cats are also more territorial and may be more aggressive when defending their territory.
Cats are self-grooming animals, using their tongues to keep their coats clean and healthy. Cats use body language and vocalizations,
such as meowing and purring, to communicate. An example cat is whiskers, who is a cat who lives in a house with a human.
Another example cat is furball, who likes to eat food and sleep. A famous cat is garfield, who is a cat who likes to eat lasagna.
Dog prompt:
Dogs are social animals that live in groups, called packs, in the wild. They are also highly intelligent and trainable.
Dogs are also known for their loyalty and affection towards their owners. Dogs are also known for their ability to learn and
perform a variety of tasks, such as herding, hunting, and guarding. An example dog is snoopy, who is the best friend of
charlie brown. Another example dog is clifford, who is a big red dog.
2 comments
[ 4.1 ms ] story [ 148 ms ] thread./train.sh --class "cat: CAT_DESCRIPTION" --class "dog: DOG_DESCRIPTION"
./classify.sh 'woof'
{'data': 'woof', 'prediction': 'dog', 'probabilities': array([0.37996491, 0.62003509])}
Cat prompt:
Cats are generally more independent and aloof. Cats are also more territorial and may be more aggressive when defending their territory. Cats are self-grooming animals, using their tongues to keep their coats clean and healthy. Cats use body language and vocalizations, such as meowing and purring, to communicate. An example cat is whiskers, who is a cat who lives in a house with a human. Another example cat is furball, who likes to eat food and sleep. A famous cat is garfield, who is a cat who likes to eat lasagna.
Dog prompt:
Dogs are social animals that live in groups, called packs, in the wild. They are also highly intelligent and trainable. Dogs are also known for their loyalty and affection towards their owners. Dogs are also known for their ability to learn and perform a variety of tasks, such as herding, hunting, and guarding. An example dog is snoopy, who is the best friend of charlie brown. Another example dog is clifford, who is a big red dog.