Open Souce Ai Models
ways we can use open source models
- huggingface.js inference
- find models from hugging face library
import { HfInference } from '@huggingface/inference'
- huggingface.js hub
- find models from our web app
import { listModels } from "@huggingface/hub";
- transformers.js
- download the model in browser and run
import { pipeline } from 'https://cdn.jsdelivr.net/npm/@xenova/transformers@2.8.0'
- ollama
- download the model in local machine
- start in a port and hit it
tasks we can perform
- text generation
- text classification
- text translation
- text to speech
- image generation
- object detection (returns: {label, score, box(x1, x2, y1, y2)})