Home/Model Training/UForm

UForm

Enrichment pending

unum-cloud/UForm

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

GraphCanon updated today · GitHub synced today

1.2k

Stars

78

Forks

15

Open issues

15

Watchers

8mo

Last push

Python Apache-2.0Created Feb 21, 2023

Trust & integrity

Maintenance: Slowing (253d since push); As of today · Source: github_public_v1
Provenance: Not a fork · Organization account; As of today · Source: github_public_v1
Security (OSV): No lockfile; As of today · Source: none

Public GitHub metadata and optional OSV dependency scans. Signals, not a guarantee. Trust methodology.

Overview

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Capability facts

Languages: python
Source: github.language · Jul 11, 2026

Categories

Model Training Vector Databases Computer Vision

Tags

clustering bert clip language-vision huggingface-transformers cross-attention contrastive-learning image-search

Explore

UForm alternatives →Trust report →Model Training category →All comparisons Stack workflows Trending tools

Trust & health

MaintenanceSlowing

AdoptionEstablished

Graph connectivityIsolated

SecurityNo lockfile

Provenance

Organization account (GitHub heuristic)
Computed today

Full trust report Trust report (JSON)

Methodology: public GitHub data (github_public_v1). Signals, not a guarantee. Trust methodology.

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

An Open Source Machine Learning Framework for Everyone

Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models

generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

Tensors and Dynamic neural networks in Python with strong GPU acceleration

LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Repository contains distilled LLM models derived from Qwen and LLaMA series for various commercial uses.

A powerful, lightweight OCR toolkit to convert images and PDFs into structured data

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.

stable-diffusion

A latent text-to-image diffusion model

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs

A web UI for training and running open models locally.

Install

pip install UForm

For agents

This page has a .md twin and JSON over the API.

/tools/unum-cloud-uform.md GET /api/graphcanon/tools/unum-cloud-uform GET /api/graphcanon/graph?tool=unum-cloud-uform