Zero Shot Python Packages

zerodom

Terminal-native DOM perception layer for AppSec and AI. Hook into live Chrome sessions, compress HTML tokens by 98.9%, and map attack surfaces deterministically.

cappr

Completion After Prompt Probability. Make your LLM make a choice

naturalspeech2-pytorch

Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

laserembeddings

LASER multilingual sentence embeddings as a pip package

glance-vlm

Ask an open vision-language model typed questions about an image and get probabilities back, on your own machine.

llm-sc-curator

Data-centric marker distillation for zero-shot cell-type and spatial annotation with LLMs.

cv-suite

Computer vision CLI for dataset work: convert annotations, auto-label, caption, classify, OCR, generate images and clean datasets.

jevspan

Zero-shot named entity recognition on TypeSafe Jev. Define entity types in plain words — no training data, no GPU. 73.7 strict F1 across 12 Chinese/English NER benchmarks, with calibrated scores and auditable traces. 零样本命名实体识别。

allophant

A multilingual phoneme recognizer capable of generalizing zero-shot to unseen phoneme inventories.

a2t

A Framework for Textual Entailment based Zero Shot text classification

sqlite-predict

Zero-shot forecasting, anomaly detection, and tabular prediction as SQLite/libSQL functions. Distill your model (or a licensed foundation model) into a tiny student that lives inside your database. Pure C, no dependencies, runs anywhere.

lanno

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

promptzl

Turn LLMs into zero-shot PyTorch classifiers!

hypermcts

🚀 Autonomous Test-Time Compute Scaling & Dynamic KV-Cache Sparsification for Edge & Local LLMs | Pure PyTorch / Ollama MCTS Reasoning Engine (-65% VRAM)

llano

Let ChatGPT (Large Language Models) Serve As Data Annotator and Zero-shot/few-shot Information Extractor.

zero-shot-re

A zero-shot relation extractor, easily downloadable from the HuggingFace repo.