DeepSeek began with specialized releases such as DeepSeek Coder, DeepSeek LLM, and DeepSeek Math, building an early reputation in coding and mathematical reasoning.
Global foundation-model progress briefing
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Today / Thursday, August 13, 2026
limboData updated
Aug 13, 12:25 AM
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Ingestion status
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Model Brief
A Chinese model family known for reasoning, coding, and cost-efficient training and inference.
Read full profile and timeline+
DeepSeek is one of the most closely watched Chinese model families, associated with reasoning, coding, open models, and cost-efficient training and inference. Its releases often trigger debate around architecture, training cost, inference efficiency, open strategy, and the global competitive landscape.
DeepSeek can be understood through three themes: how reasoning models improve math, coding, and complex problem solving; how open models reshape developer and cloud ecosystems; and whether cost efficiency makes high-capability models accessible to more companies and individuals.
Timeline
DeepSeek-V2, V2.5, V3, and R1 made it a globally watched open-model line, with low-cost training, MoE architecture, reasoning performance, and permissive licensing driving broad debate.
Later V3.1, V3.2, and V4 Preview releases continued to strengthen hybrid thinking modes, coding tasks, and cost-efficient inference, making DeepSeek a visible signal of shifting global AI competition.
Heat / Trend
Discussion Heat Trend
Real community signals: HN points/comments + GitHub stars/forks
Grouped by discussion or repository activity date06/27 - 06/29
Total Heat
3595
Stories
6
Peak Day
08/28
Community / HN + GitHub
Community Discussion
Recent Hacker News and GitHub signals that add community context beyond the news feed.
HN
2
GitHub
4
Heat
3595
GitHubAug 28, 03:24 AM
deepseek-ai/DeepSeek-V3
Score
908
Stars
103848
Forks
16737
GitHubJun 27, 08:35 AM
deepseek-ai/DeepSeek-R1
Score
849
Stars
91982
Forks
11721
GitHubFeb 23, 04:27 PM
deepseek-ai/awesome-deepseek-integration
Score
788
Stars
38068
Forks
4167
GitHubNov 11, 06:44 AM
deepseek-ai/DeepSeek-Coder
Score
766
Stars
23790
Forks
2867
Hacker NewsJun 11, 01:14 PM
Open Reproduction of DeepSeek-R1
Score
282
Comments
18
Source
HN
Hacker NewsJun 29, 03:15 PM
Low-cost Chinese AI models like DeepSeek gain traction in the U.S.
Score
2
Comments
0
Source
HN
official / DeepSeek
Official Updates
DeepSeek OfficialHeat 76
DeepSeek R1
No summary yet; AI summarization will be added later.
DeepSeek
ChinaOriginal
DeepSeek OfficialHeat 76
Deepseek Ai
No summary yet; AI summarization will be added later.
DeepSeek
ChinaOriginal
DeepSeek OfficialHeat 89
🎉 DeepSeek-V4 预览版本发布，具备世界顶级推理性能，Agent 能力大幅提高，已在网页端、APP 和 API 上线，点击查看详情。
No summary yet; AI summarization will be added later.
DeepSeek
ChinaOriginal
media / DeepSeek
Media Coverage
The DecoderHeat 81
DeepSeek needs more cash just weeks after closing its first $7 billion round
DeepSeek is already raising again. The Chinese AI lab just closed its first funding round and needs capital for its own data centers and chips to keep its aggressive pricing strategy going.
DeepSeek
EuropeOriginal
research / DeepSeek
Research Papers
arXiv AI / CLHeat 89
Zing: Social Mind for LLMs
As large language models move from isolated task solving toward long-term service in human environments, they require social intelligence: the ability to infer mental states, track social relations, reason over norms, and adapt behavior under context.
DeepSeek
GlobalOriginal
community / DeepSeek
Community & Open Source
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