umt5-base-encoder-gguf
Built by chatpig, umt5-base-encoder-gguf is an chat model. umt5-base-encoder-gguf is an open-weights chat model.
by chatpig
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use umt5-base-encoder-gguf in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your chatpig API key. osFoundry discovers umt5-base-encoder-gguf automatically — assign it to a Maestro role (router, direct, orchestrator, or fallback) in the Pipeline tab and it is live in every chat. Your key, your provider account — no token markup.
Deploy a dedicated endpoint
umt5-base-encoder-gguf is open-weights — run it locally for free, or deploy a dedicated GPU endpoint in your workspace for reserved capacity with no rate limits.
Use it in a Room App
Room Apps declare AI features in their manifest, then call them with invokeAI:
import { invokeAI } from '@osfoundry/app-sdk'
// 'summarize' is an AI feature declared in your app manifest.
const result = await invokeAI('summarize', userText)
Call it from your own apps
Once a model is wired into your workspace you can host it as an API and reach it from your own services, scripts, or CI — outside osFoundry.
umt5-base-encoder-gguf vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| umt5-base-encoder-gguf | chatpig | — | — | Free (local) | Yes |
| E2ETune | springhxm | — | — | Free (local) | Yes |
| dots.llm1.test | redmoe-ai-v1 | — | — | Free (local) | Yes |
| setfit | automatedMotiveCoder | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about umt5-base-encoder-gguf
Is umt5-base-encoder-gguf free to use?
umt5-base-encoder-gguf is free to run locally on your own hardware. Hosted access through osFoundry is metered (input Free (local), output Free (local)). You can switch between local and hosted at any time.
Can I use umt5-base-encoder-gguf commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
Can I run umt5-base-encoder-gguf locally?
Yes. umt5-base-encoder-gguf is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is umt5-base-encoder-gguf best at?
umt5-base-encoder-gguf is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use umt5-base-encoder-gguf in osFoundry?
Paste your chatpig API key in the key dialog (or deploy the open weights for self-hostable models), assign umt5-base-encoder-gguf to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by chatpig on May 10, 2025. Source: https://huggingface.co/chatpig/umt5-base-encoder-gguf