AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail is a 2 billion parameter chat model from 0xtinuviel, released July 1, 2025. AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail is an open-weights chat model with roughly 2 billion parameters.
by 0xtinuviel · 2B parameters
Best for
Ways to use AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your 0xtinuviel API key. osFoundry discovers AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail 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
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail 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 AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail runs on a single 16GB consumer GPU (~2 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~5 GB).
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail
Is AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail free to use?
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail 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 AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail 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 AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail need?
Approximately 2 GB at Q4 quantisation, or 5 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail locally?
Yes. AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail best at?
AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail is well-suited to text generation.
How do I use AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail in osFoundry?
Paste your 0xtinuviel API key in the key dialog (or deploy the open weights for self-hostable models), assign AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by 0xtinuviel on July 1, 2025. Source: https://huggingface.co/0xtinuviel/AceInstruct-1.5B-Gensyn-Swarm-toothy_crested_snail