tiny-DeepseekV3ForCausalLM
Released by trl-internal-testing in 2025, tiny-DeepseekV3ForCausalLM is an chat model. tiny-DeepseekV3ForCausalLM is an open-weights chat model.
by trl-internal-testing
Best for
Ways to use tiny-DeepseekV3ForCausalLM in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your trl-internal-testing API key. osFoundry discovers tiny-DeepseekV3ForCausalLM 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
tiny-DeepseekV3ForCausalLM 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.
tiny-DeepseekV3ForCausalLM vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| tiny-DeepseekV3ForCausalLM | trl-internal-testing | — | — | Free (local) | Yes |
| gemma-3-270m-it | google | — | — | Free (local) | Yes |
| RnJ-1-Instruct-FP8 | Doradus-AI | — | — | Free (local) | Yes |
| subwiz | HadrianSecurity | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about tiny-DeepseekV3ForCausalLM
Is tiny-DeepseekV3ForCausalLM free to use?
tiny-DeepseekV3ForCausalLM 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 tiny-DeepseekV3ForCausalLM 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 tiny-DeepseekV3ForCausalLM locally?
Yes. tiny-DeepseekV3ForCausalLM is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is tiny-DeepseekV3ForCausalLM best at?
tiny-DeepseekV3ForCausalLM is well-suited to text generation.
How do I use tiny-DeepseekV3ForCausalLM in osFoundry?
Paste your trl-internal-testing API key in the key dialog (or deploy the open weights for self-hostable models), assign tiny-DeepseekV3ForCausalLM to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by trl-internal-testing on June 4, 2025. Source: https://huggingface.co/trl-internal-testing/tiny-DeepseekV3ForCausalLM