ztjhz/miniLM
Small Model Is All You Need - NTU SC4001 Neural Network & Deep Learning Project
This project helps companies and startups analyze text data efficiently to understand customer sentiment or classify text. It takes raw text inputs, such as customer reviews from IMDb, Yelp, or SST-2 datasets, and outputs a sentiment classification or other text analysis, showing whether smaller, more cost-effective language models can perform as well as larger, more expensive ones. This is for AI practitioners or decision-makers evaluating model choices for their NLP applications.
No commits in the last 6 months.
Use this if you need to perform sentiment analysis or other text classification tasks and want to determine if a smaller, more resource-efficient language model can meet your performance requirements instead of a large, expensive one.
Not ideal if you are looking for a pre-packaged, production-ready API for immediate deployment rather than a research framework to compare and train models.
Stars
17
Forks
—
Language
Python
License
—
Category
Last pushed
Nov 09, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/ztjhz/miniLM"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
PaddlePaddle/PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
meta-llama/llama-cookbook
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started...
arcee-ai/mergekit
Tools for merging pretrained large language models.
changyeyu/LLM-RL-Visualized
๐100+ ๅๅ LLM / RL ๅ็ๅพ๐๏ผใๅคงๆจกๅ็ฎๆณใไฝ่ ๅทจ็ฎ๏ผ๐ฅ๏ผ100+ LLM/RL Algorithm Maps ๏ผ
mindspore-lab/step_into_llm
MindSpore online courses: Step into LLM