API
If you're looking for an API, you can choose from your desired programming language.
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const axios = require('axios');
const fs = require('fs');
const path = require('path');
// helper function to help you convert your local images into base64 format
async function toB64(imgPath) {
const data = fs.readFileSync(path.resolve(imgPath));
return Buffer.from(data).toString('base64');
}
const api_key = "YOUR API-KEY";
const url = "https://api.segmind.com/v1/llava-13b";
const data = {
"messages": [
{
"role": "user",
"content": "tell me a joke on cats"
},
{
"role": "assistant",
"content": "here is a joke about cats..."
},
{
"role": "user",
"content": "now a joke on dogs"
}
]
};
(async function() {
try {
const response = await axios.post(url, data, { headers: { 'x-api-key': api_key } });
console.log(response.data);
} catch (error) {
console.error('Error:', error.response.data);
}
})();Attributes
An array of objects containing the role and content
Could be "user", "assistant" or "system".
A string containing the user's query or the assistant's response.
To keep track of your credit usage, you can inspect the response headers of each API call. The x-remaining-credits property will indicate the number of remaining credits in your account. Ensure you monitor this value to avoid any disruptions in your API usage.
LLaVA 13B
LLaVA 13B is a vision-language model (VLM) trained on OSS LLM-generated instruction following data. Its state-of-the-art architecture enables seamless interaction between visual content and textual prompts. FireLLaVA supports multi-image and multi-prompt generation. You can seamlessly integrate multiple images into your queries, enhancing context and specificity.
Applications
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Image Captioning: Generate descriptive captions for images, enriching content across social media, e-commerce, and more.
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Visual Question Answering (VQA): Pose questions about images, and FireLLaVA provides accurate answers.
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Creative Writing: Fuel your imagination by combining visual cues with textual prompts
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