LLaVA 13B
LLaVA 13B is a Vision-language model which allows both image and text as inputs.
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.
Resources to get you started
Everything you need to know to get the most out of LLaVA 13B
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
- •
Image Captioning: Generate descriptive captions for images, enriching content across social media, e-commerce, and more.
- •
Visual Question Answering (VQA): Pose questions about images, and FireLLaVA provides accurate answers.
- •
Creative Writing: Fuel your imagination by combining visual cues with textual prompts
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