DeepSeek-V3.2-ExpDeepSeek
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TobsBotHarness
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Related Products
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About
Introducing DeepSeek-V3.2-Exp, our latest experimental model built on V3.1-Terminus, debuting DeepSeek Sparse Attention (DSA) for faster and more efficient inference and training on long contexts. DSA enables fine-grained sparse attention with minimal loss in output quality, boosting performance for long-context tasks while reducing compute costs. Benchmarks indicate that V3.2-Exp performs on par with V3.1-Terminus despite these efficiency gains. The model is now live across app, web, and API. Alongside this, the DeepSeek API prices have been cut by over 50% immediately to make access more affordable. For a transitional period, users can still access V3.1-Terminus via a temporary API endpoint until October 15, 2025. DeepSeek welcomes feedback on DSA via its feedback portal. In conjunction with the release, DeepSeek-V3.2-Exp has been open-sourced: the model weights and supporting technology (including key GPU kernels in TileLang and CUDA) are available on Hugging Face.
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About
Tobs is an open-source AI agent plugin for DeepSeek Harness. It lets users create persistent PersonaBots with distinct roles and conversation histories. Bots keep inspectable, file-based memory with Git version history, work in direct and group chats, delegate background assignments, run scheduled tasks, and connect to Slack, Discord, Lark/Feishu, QQ, or personal WeChat. Users configure a model provider and credentials in DeepSeek Harness; Tobs runs on a Windows, macOS, or Linux computer they manage. Beta iOS and Android companion apps provide remote chat, notifications, and approval controls. Optional browser and desktop-control tools can be permission-gated. Use cases include research, writing, coding, task handoffs, and reminders. Tobs is for people who want configurable agents that retain context across conversations and work with authorized files and messaging channels, rather than a fully managed hosted agent service.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Supported
iPhone
Supported
iPad
Not Supported
Android
Supported
Chromebook
Not Supported
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Audience
Researchers and AI engineers looking for a solution providing a model that performs well on long-context tasks with reduced compute cost
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Audience
Individuals and people coordinating personal AI agents for research, design, coding, implementation, and recurring tasks.
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Not Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Open source
Free Version
Supported
Free Trial
Not Supported
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Pricing
$0
Tobs is free to use under the MIT license. Model API usage and any hosting costs are separate and depend on the provider or host.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationDeepSeek
Founded: 2023
China
deepseek.com
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Company InformationBotHarness
Japan
tobs.app/
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
DeepSeek
Supported
DeepSeek Harness
Not Supported
Discord
Not Supported
GitHub
Not Supported
Hugging Face
Supported
Lark
Not Supported
QQ
Not Supported
Slack
Not Supported
Tailscale
Not Supported
WeChat
Not Supported
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Integrations
DeepSeek
Not Supported
DeepSeek Harness
Supported
Discord
Supported
GitHub
Supported
Hugging Face
Not Supported
Lark
Supported
QQ
Supported
Slack
Supported
Tailscale
Supported
WeChat
Supported
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