a2c-PandaReachDense-v3
lesliebinbin's a2c-PandaReachDense-v3 is a chat model. a2c-PandaReachDense-v3 is an open-weights chat model.
by lesliebinbin
Best for
Ways to use a2c-PandaReachDense-v3 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your lesliebinbin API key. osFoundry discovers a2c-PandaReachDense-v3 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
a2c-PandaReachDense-v3 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.
a2c-PandaReachDense-v3 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about a2c-PandaReachDense-v3
Is a2c-PandaReachDense-v3 free to use?
a2c-PandaReachDense-v3 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 a2c-PandaReachDense-v3 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 a2c-PandaReachDense-v3 locally?
Yes. a2c-PandaReachDense-v3 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is a2c-PandaReachDense-v3 best at?
a2c-PandaReachDense-v3 is well-suited to reinforcement learning.
How do I use a2c-PandaReachDense-v3 in osFoundry?
Paste your lesliebinbin API key in the key dialog (or deploy the open weights for self-hostable models), assign a2c-PandaReachDense-v3 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by lesliebinbin on May 7, 2026. Source: https://huggingface.co/lesliebinbin/a2c-PandaReachDense-v3