Chaotic-Transsion/CMMI-models

CMMI models

Models for CMMI (Consolidated Media and Market Intelligence), a tool that assigns themes and sentiment to social media comments about phones, in English, Urdu and Roman Urdu. Everything here runs in the browser with Transformers.js.

Path	Contents
config.json, tokenizer.json, onnx/model_quantized.onnx	int8 ONNX build of multilingual-e5-base, mirrored from Xenova/multilingual-e5-base
classifier/classifier.json	Logistic-regression weights, per-theme thresholds and text-cleaning rules, trained on hand-labelled comments

Loading the embedder:

import { pipeline } from "@huggingface/transformers";
const embed = await pipeline("feature-extraction", "Chaotic-Transsion/CMMI-models", { dtype: "q8" });

Built by the scripts in the CMMI-inference repo.