Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC
Released by jing96963 in 2026, Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC is a 35 billion parameter chat model. Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC is an open-weights chat model with roughly 35 billion parameters.
by jing96963 · 35B parameters
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your jing96963 API key. osFoundry discovers Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC 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
Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC 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.
What hardware can run Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC
Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC runs on a 24GB consumer or workstation GPU (~21 GB VRAM with KV-cache headroom). Full-precision inference requires an H200 141GB or 2x A100 80GB at FP16 (~84 GB).
Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC
Is Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC free to use?
Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC 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 Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
How much VRAM does Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC need?
Approximately 21 GB at Q4 quantisation, or 84 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC locally?
Yes. Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC best at?
Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC in osFoundry?
Paste your jing96963 API key in the key dialog (or deploy the open weights for self-hostable models), assign Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by jing96963 on April 26, 2026. Source: https://huggingface.co/jing96963/Huihui-Qwen3-6-35B-A3B-FP8-DYNAMIC