The Best zou-group/textgrad Alternatives in 2026

FastDatasets helps create training datasets for large language models.

LLMeBench provides a flexible framework for benchmarking large language models.

An open-source visual programming environment for battle-testing prompts to LLMs.

The Hugging Face Open LLM Leaderboard compares language models across evaluation tests including IFEval, MATH, and MMLU-Pro.

SpeechMap.AI compares language models’ refusal rates on controversial speech topics.

This NBER paper studies language models as both researchers and subjects in automated social science.

OpenLM Arena compares open language models through leaderboards and benchmark results.

WhichLLM tests local language models on a user’s hardware and ranks them using recent benchmarks.

VoxelBench benchmarks language models on creating voxel builds from prompts.

Apache Spark is a unified engine for large-scale data processing and analytics.

NALP covers Natural Adversarial Language Processing through a dedicated library.

pytorch tabular provides a unified framework for deep learning models on tabular data.

Captum explains model behavior and supports interpretability analysis for PyTorch systems.

PyTorch Frame provides a library for applying deep learning models to tabular data.

A Python package to assess and improve fairness of machine learning models.

AIF360 provides fairness metrics and explanations for datasets and models, along with algorithms to mitigate bias.

This repository provides segmentation models with pretrained backbones for Keras and TensorFlow Keras.

This repository provides semantic segmentation models with more than 500 pretrained convolutional and transformer backbones.

Ultralytics supports detection, segmentation, image classification, pose estimation, and tracking across YOLO model versions.

PySS3 supports interpretable text classification with SS3 and visualization tools for explainable AI.

Uncover LLM evaluation's importance and explore methods for assessing its performance and impact across industries.

Giskard provides open source evaluation and testing tools for LLM agents.

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

neuropredict evaluates predictive performance using neuroimaging features.