llama32_1bn_instruct_raft
sriksmachi's llama32_1bn_instruct_raft is a chat model. llama32_1bn_instruct_raft is an open-weights chat model.
by sriksmachi
Best for
Ways to use llama32_1bn_instruct_raft in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your sriksmachi API key. osFoundry discovers llama32_1bn_instruct_raft 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
llama32_1bn_instruct_raft 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.
llama32_1bn_instruct_raft vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about llama32_1bn_instruct_raft
Is llama32_1bn_instruct_raft free to use?
llama32_1bn_instruct_raft 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 llama32_1bn_instruct_raft 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 llama32_1bn_instruct_raft locally?
Yes. llama32_1bn_instruct_raft is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is llama32_1bn_instruct_raft best at?
llama32_1bn_instruct_raft is well-suited to text generation.
How do I use llama32_1bn_instruct_raft in osFoundry?
Paste your sriksmachi API key in the key dialog (or deploy the open weights for self-hostable models), assign llama32_1bn_instruct_raft to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by sriksmachi on March 27, 2026. Source: https://huggingface.co/sriksmachi/llama32_1bn_instruct_raft