Seed-X-PPO-7B-AWQ-Int4
Seed-X-PPO-7B-AWQ-Int4 is a 7 billion parameter chat model from ByteDance-Seed, released July 28, 2025. Seed-X-PPO-7B-AWQ-Int4 is an open-weights chat model with roughly 7 billion parameters.
by ByteDance-Seed · 7B parameters
Best for
Ways to use Seed-X-PPO-7B-AWQ-Int4 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your ByteDance-Seed API key. osFoundry discovers Seed-X-PPO-7B-AWQ-Int4 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
Seed-X-PPO-7B-AWQ-Int4 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 Seed-X-PPO-7B-AWQ-Int4
Seed-X-PPO-7B-AWQ-Int4 runs on a single 16GB consumer GPU (~5 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~17 GB).
Seed-X-PPO-7B-AWQ-Int4 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Seed-X-PPO-7B-AWQ-Int4
Is Seed-X-PPO-7B-AWQ-Int4 free to use?
Seed-X-PPO-7B-AWQ-Int4 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 Seed-X-PPO-7B-AWQ-Int4 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 Seed-X-PPO-7B-AWQ-Int4 need?
Approximately 5 GB at Q4 quantisation, or 17 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run Seed-X-PPO-7B-AWQ-Int4 locally?
Yes. Seed-X-PPO-7B-AWQ-Int4 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Seed-X-PPO-7B-AWQ-Int4 best at?
Seed-X-PPO-7B-AWQ-Int4 is well-suited to translation.
How do I use Seed-X-PPO-7B-AWQ-Int4 in osFoundry?
Paste your ByteDance-Seed API key in the key dialog (or deploy the open weights for self-hostable models), assign Seed-X-PPO-7B-AWQ-Int4 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by ByteDance-Seed on July 28, 2025. Source: https://huggingface.co/ByteDance-Seed/Seed-X-PPO-7B-AWQ-Int4