exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4
Released by asher577 in 2026, exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 is an chat model. exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 is an open-weights chat model.
by asher577
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your asher577 API key. osFoundry discovers exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 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
exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 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.
exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4
Is exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 free to use?
exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 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 exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 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 exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 locally?
Yes. exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 best at?
exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 in osFoundry?
Paste your asher577 API key in the key dialog (or deploy the open weights for self-hostable models), assign exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by asher577 on April 23, 2026. Source: https://huggingface.co/asher577/exp_warmup25_beta325_l0_0.01_pnorm_anneal_2_to_0.4