--- title: "locally-uncensored vs UForm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/purpledoubled-locally-uncensored-vs-unum-cloud-uform" tools: ["purpledoubled-locally-uncensored", "unum-cloud-uform"] --- # locally-uncensored vs UForm *GraphCanon updated Aug 23, 2026* ## Verdict Pick locally-uncensored if locally-uncensored is a TypeScript-based desktop app providing uncensored AI functionalities including chat, agent mode, and content generation without Docker dependency; pick UForm if uForm is a compact multimodal AI system designed for content understanding and generation across multiple languages and media types with faster processing speeds compared to OpenAI CLIP and LLaVA. [locally-uncensored](https://locallyuncensored.com) reports 1.1k GitHub stars, 168 forks, and 9 open issues, last pushed Aug 10, 2026. [UForm](https://unum-cloud.github.io/UForm) has 1.2k stars, 78 forks, and 15 open issues, last pushed Oct 30, 2025. Figures are from public GitHub metadata via [locally-uncensored's repository](https://github.com/PurpleDoubleD/locally-uncensored) and [UForm's repository](https://github.com/unum-cloud/UForm). | | [locally-uncensored](/tools/purpledoubled-locally-uncensored.md) | [UForm](/tools/unum-cloud-uform.md) | | --- | --- | --- | | Tagline | Uncensored local AI desktop app for chat, agent mode, image and video generation | Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and video | | Stars | 1,051 | 1,243 | | Forks | 168 | 78 | | Open issues | 9 | 15 | | Language | TypeScript | Python | | Adopt for | locally-uncensored is a TypeScript-based desktop app providing uncensored AI functionalities including chat, agent mode, and content generation without Docker dependency. | UForm is a compact multimodal AI system designed for content understanding and generation across multiple languages and media types with faster processing speeds compared to OpenAI CLIP and LLaVA. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | AI Agents, Computer Vision, Model Training | Computer Vision, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [locally-uncensored](/tools/purpledoubled-locally-uncensored.md) | [UForm](/tools/unum-cloud-uform.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 2d | 296d | | Open issues (now) | 9 | 15 | | Stars delta | Unknown | 0 (30d) | | Open issues delta | Unknown | 0 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/purpledoubled-locally-uncensored/trust.md) | [trust report](/tools/unum-cloud-uform/trust.md) | ## Decision facts: locally-uncensored - **Adopt for:** locally-uncensored is a TypeScript-based desktop app providing uncensored AI functionalities including chat, agent mode, and content generation without Docker dependency. ## Decision facts: UForm - **Adopt for:** UForm is a compact multimodal AI system designed for content understanding and generation across multiple languages and media types with faster processing speeds compared to OpenAI CLIP and LLaVA. ## Choose when ### Choose locally-uncensored if… - locally-uncensored is primarily TypeScript; UForm is Python. - License: locally-uncensored is Other, UForm is Apache-2.0. - Tags unique to locally-uncensored: agent-mode, image-generation, local-ai, privacy. - Also covers AI Agents. - When you need to run AI models locally without internet connectivity due to data sensitivity or offline requirements ### Choose UForm if… - UForm is primarily Python; locally-uncensored is TypeScript. - License: UForm is Apache-2.0, locally-uncensored is Other. - Tags unique to UForm: bert, clip, clustering, contrastive-learning. - Need fast content generation across texts, images, and videos within multilingual contexts. ## When NOT to use locally-uncensored - If you are looking for a tool with a wider variety of language model integrations beyond TypeScript and ComfyUI - When the requirement is to have a more extensive feature set or support for additional AI functionalities not covered by locally-uncensored ## When NOT to use UForm - Seeking extensive customization options beyond what is offered by UForm's presets. - Requiring a larger contextual understanding model than UForm's compact design provides. ## Common questions ### What is the difference between locally-uncensored and UForm? locally-uncensored: Uncensored local AI desktop app for chat, agent mode, image and video generation. UForm: Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and video. See the comparison table for live GitHub stats and shared categories. ### When should I choose locally-uncensored over UForm? Choose locally-uncensored over UForm when locally-uncensored is primarily TypeScript; UForm is Python; License: locally-uncensored is Other, UForm is Apache-2.0; Tags unique to locally-uncensored: agent-mode, image-generation, local-ai, privacy; Also covers AI Agents; When you need to run AI models locally without internet connectivity due to data sensitivity or offline requirements. ### When should I choose UForm over locally-uncensored? Choose UForm over locally-uncensored when UForm is primarily Python; locally-uncensored is TypeScript; License: UForm is Apache-2.0, locally-uncensored is Other; Tags unique to UForm: bert, clip, clustering, contrastive-learning; Need fast content generation across texts, images, and videos within multilingual contexts. ### When should I avoid locally-uncensored? If you are looking for a tool with a wider variety of language model integrations beyond TypeScript and ComfyUI When the requirement is to have a more extensive feature set or support for additional AI functionalities not covered by locally-uncensored ### When should I avoid UForm? Seeking extensive customization options beyond what is offered by UForm's presets. Requiring a larger contextual understanding model than UForm's compact design provides. ### Is locally-uncensored or UForm more popular on GitHub? UForm has more GitHub stars (1,243 vs 1,051). Stars measure visibility, not whether either tool fits your constraints. ### Are locally-uncensored and UForm open source? Yes - both are open-source projects on GitHub (locally-uncensored: Other, UForm: Apache-2.0). ### Where can I find alternatives to locally-uncensored or UForm? GraphCanon lists graph-backed alternatives at [locally-uncensored alternatives](/tools/purpledoubled-locally-uncensored/alternatives) and [UForm alternatives](/tools/unum-cloud-uform/alternatives) ([locally-uncensored markdown twin](/tools/purpledoubled-locally-uncensored/alternatives.md), [UForm markdown twin](/tools/unum-cloud-uform/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/purpledoubled-locally-uncensored-vs-unum-cloud-uform.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, locally-uncensored or UForm? locally-uncensored: Very active. UForm: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for locally-uncensored and UForm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [locally-uncensored trust report](/tools/purpledoubled-locally-uncensored/trust); [UForm trust report](/tools/unum-cloud-uform/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=purpledoubled-locally-uncensored`](/api/graphcanon/graph?tool=purpledoubled-locally-uncensored) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_