daanelson/minigpt-4 🖼️🔢📝 → 📝
About
A model which generates text in response to an input image and prompt.
Example Output
Prompt:
"This llama's name is Dave. Write me a story about how Dave found his skateboard."
Output
Dave the llama was feeling very bored one day. He had been wandering around the city for hours, but there was nothing interesting to do. Suddenly, he saw a skateboard lying on the ground. He decided to try it out, and as soon as he started riding it, he felt a rush of excitement. He rode around the city, enjoying the feeling of the wind in his hair and the freedom of being on his own. As he rode, he saw all sorts of interesting things that he had never noticed before. He even met some new friends along the way. After a while, Dave realized that he had found his true passion - skateboarding. From then on, he spent all his free time riding his skateboard and exploring the city.
Performance Metrics
16.97s
Prediction Time
16.94s
Total Time
All Input Parameters
{
"image": "https://replicate.delivery/pbxt/IqG1MbemhULihtfr62URRZbI29XtcPsnOYASrTDQ6u5oSqv9/llama_13b.png",
"top_p": 0.9,
"prompt": "This llama's name is Dave. Write me a story about how Dave found his skateboard.",
"num_beams": 5,
"max_length": 4000,
"temperature": 1.32,
"max_new_tokens": 3000,
"repetition_penalty": 1
}
Input Parameters
- image (required)
- Image to discuss
- top_p
- Sample from the top p percent most likely tokens
- prompt (required)
- Prompt for mini-gpt4 regarding input image
- num_beams
- Number of beams for beam search decoding
- max_length
- Total length of prompt and output in tokens
- temperature
- Temperature for generating tokens, lower = more predictable results
- max_new_tokens
- Maximum number of new tokens to generate
- repetition_penalty
- Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it.
Output Schema
Output
Version Details
- Version ID
e447a8583cffd86ce3b93f9c2cd24f2eae603d99ace6afa94b33a08e94a3cd06- Version Created
- May 14, 2024