Popular GitHub Repositories for Generators

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Synthetic data generators for tabular and time-series data

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

Liquid: Language Models are Scalable and Unified Multi-modal Generators

NyaProxy acts like a smart, central manager for accessing various online services (APIs) – think AI tools (like OpenAI, Gemini, Anthropic), image generators, or almost any web service that uses access keys. It helps you use these services more reliably, efficiently, and securely.

RESTai is an AIaaS (AI as a Service) open-source platform. Built on top of LlamaIndex & Langchain. Supports any public LLM supported by LlamaIndex and any local LLM suported by Ollama/vLLM/etc. Precise embeddings usage and tuning. Built-in image generation (Dall-E, SD, Flux) and dynamic loading generators.

Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)

A model-agnostic Ruby Generative AI DSL and framework. Provides base classes for building Generators, Actions, Tasks, and Agents that can be used to build AI powered applications in Ruby.

Tracking instruction-tuned LLM openness. Paper: Liesenfeld, Andreas, Alianda Lopez, and Mark Dingemanse. 2023. “Opening up ChatGPT: Tracking Openness, Transparency, and Accountability in Instruction-Tuned Text Generators.” In Proceedings of the 5th International Conference on Conversational User Interfaces. doi:10.1145/3571884.3604316.

(ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator

Modular image processing pipeline using OpenCV and Python generators powered by Detectron2.

Official repo of Text-Free Learning of a Natural Language Interface for Pretrained Face Generators

Text prompt steered synthetic audio generators

[ACL 2018] Conditional Generators of Words Definitions

The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“

Code for GenAug: Data Augmentation for Finetuning Text Generators.

A curated collection of free stock images, illustrations, and background generators for frontend and web design projects.

[ICLR 2022] Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators

Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app