gpt2_finetuned_lmd_fma_small_full
Kambiz's gpt2_finetuned_lmd_fma_small_full is a chat model. gpt2_finetuned_lmd_fma_small_full is an open-weights chat model.
by Kambiz
Best for
Ways to use gpt2_finetuned_lmd_fma_small_full in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Kambiz API key. osFoundry discovers gpt2_finetuned_lmd_fma_small_full 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
gpt2_finetuned_lmd_fma_small_full 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.
gpt2_finetuned_lmd_fma_small_full vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about gpt2_finetuned_lmd_fma_small_full
Is gpt2_finetuned_lmd_fma_small_full free to use?
gpt2_finetuned_lmd_fma_small_full 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 gpt2_finetuned_lmd_fma_small_full 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 gpt2_finetuned_lmd_fma_small_full locally?
Yes. gpt2_finetuned_lmd_fma_small_full is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is gpt2_finetuned_lmd_fma_small_full best at?
gpt2_finetuned_lmd_fma_small_full is well-suited to text generation.
How do I use gpt2_finetuned_lmd_fma_small_full in osFoundry?
Paste your Kambiz API key in the key dialog (or deploy the open weights for self-hostable models), assign gpt2_finetuned_lmd_fma_small_full to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Kambiz on April 28, 2026. Source: https://huggingface.co/Kambiz/gpt2_finetuned_lmd_fma_small_full