Seed 2.1 Turbo Model to analyze images, summarize videos, extract invoices
ByteDance Chat and reasoning models Upgrade to use bytedance-seed/seed-2-1-turbo
Seed 2.1 Turbo is ByteDance’s compact, production-focused Seed 2.1 model that accepts text, images and video and is tuned for fast, structured responses. It is suited to engineering teams, product and content teams, and agent pipelines that need vision, long-context reasoning and deterministic output.
What it can do
- Reads images and screenshots
- Searches the live web and cites sources
- Thinks step by step on hard questions
- Understands video input
What people use it for
Extract invoices and receipts from photos
Feed scanned receipts or phone photos and get structured JSON with vendor, amounts, dates and line items for your accounting pipeline. Turbo’s image understanding and structured output make it useful for invoice ingestion at scale.
Summarize long videos and produce QA notes
Upload product demos or meeting recordings and receive time-stamped summaries, action items and short clips breakdowns so teams can scan hours of footage quickly. The model’s video understanding and long-context improvements help it track temporal events across long media.
Turn screenshots and logs into runnable fixes
Send UI screenshots, error logs or short screen recordings and get diagnostic steps, suggested code fixes and reproducible instructions in plain text or structured steps. Turbo improves visual + code reasoning for practical debugging and triage.
Why it is worth it
- Accepts images and video as inputs so you can feed screenshots, receipts, and recordings.
- Handles long contexts and multi-step chains for multi-file summaries and long-video analysis.
- Returns structured outputs and function-call compatible responses for reliable pipelines.
- Lower per-message compute and latency for production-grade agent loops.
Questions people ask
Is Seed 2.1 Turbo good for image and video tasks?
Yes. Turbo is the lighter Seed 2.1 variant optimized for vision and long-video understanding, with improved temporal and spatial reasoning compared with earlier Seed releases. It is commonly chosen when visual inputs and long contexts matter.
How does Katteb bill for using Seed 2.1 Turbo?
Katteb bills per message based on actual usage in credits; Seed 2.1 Turbo is priced at 6 credits per message in Katteb. You will see credits consumed after each request.
Can I switch to a different Seed model mid-conversation?
Yes. Katteb gives a single account access to multiple frontier models side by side, and you can switch models mid-conversation while keeping context in the chat.
