asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518
Released by sjin4861 in 2026, asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 is a 6 billion parameter chat model. asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 is an open-weights chat model with roughly 6 billion parameters.
by sjin4861 · 6B parameters
Best for
Ways to use asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your sjin4861 API key. osFoundry discovers asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 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
asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 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 asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518
asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 runs on a single 16GB consumer GPU (~4 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~15 GB).
asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 | sjin4861 | 6B | — | Free (local) | Yes |
| Yi-6B-i1-GGUF | mradermacher | 6B | — | Free (local) | Yes |
| chatglm2-6b-32k | zai-org | 6B | — | Free (local) | Yes |
| nsql-6B | NumbersStation | 6B | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518
Is asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 free to use?
asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 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 asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 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 asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 need?
Approximately 4 GB at Q4 quantisation, or 15 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 locally?
Yes. asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 best at?
asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 is well-suited to text generation.
How do I use asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 in osFoundry?
Paste your sjin4861 API key in the key dialog (or deploy the open weights for self-hostable models), assign asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by sjin4861 on April 29, 2026. Source: https://huggingface.co/sjin4861/asap-7shot-sim-option2-grpo-qwen3.5.9b-fold0-20260429-124518