#DeepSeek

1618 related articles

Jul 31, 2026·2 min

DeepSeek-V4-Flash Model Analysis: A New Lightweight AI Choice Prioritizing Efficiency

In-depth analysis of DeepSeek-V4-Flash model's product positioning and technical approach. Examining lightweight trends through the Flash naming, MLA attention mechanism, MoE architecture evolution, and implications for the open-source AI ecosystem.

Jul 31, 2026·3 min

DeepSeek V4 Flash Analysis: The Three-Dimensional Balance of Intelligence, Performance, and Price

Deep analysis of DeepSeek V4 Flash 0731 across intelligence, performance, and price dimensions, exploring how this Chinese LLM delivers extreme cost-performance to reshape the AI industry.

Jul 30, 2026·2 min

Distilling DeepSeek to GPT-OSS: Why Censorship Doesn't Transfer

When distilling DeepSeek to GPT-OSS, censorship mechanisms don't transfer. This article analyzes the separability of capabilities vs. behavioral constraints in knowledge distillation and its implications for AI safety.

Jul 30, 2026·2 min

Distilling DeepSeek to GPT-OSS: Why Censorship Doesn't Transfer

When distilling DeepSeek to GPT-OSS, model censorship doesn't transfer. This article analyzes the separability of capabilities and behavioral constraints in knowledge distillation and its implications for AI safety.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giants into Rival Camps

DeepSeek's open source model shakes Silicon Valley. OpenAI defends closed source while Microsoft, NVIDIA, and Meta back open ecosystems. Analysis of the AI open/closed source debate, Apple-Micron chip tensions, and AI-driven historical disinformation.

Jul 27, 2026·2 min

DeepSeek V4 Official Release Imminent: What 1.6 Trillion Parameters Really Means

DeepSeek V4 official release is imminent. V4 Pro features 1.6 trillion parameters with million-character context. Explore the D-SPARK acceleration framework, dynamic pricing, and V4's leap to production-grade AI.

Jul 27, 2026·3 min

DeepSeek-OCR Deployment & Fine-Tuning in Practice: From vLLM Inference to Unsloth Fine-Tuning

Complete guide to DeepSeek-OCR from vLLM inference deployment and Unsloth model loading to fine-tuning, covering cloud server setup, GPU selection, and code examples — all on a single 4090 GPU.

Jul 27, 2026·4 min

The Dao of DeepSeek: Liang Wenfeng on Vision, Restraint, and the Philosophy of Open Source

Analysis of DeepSeek founder Liang Wenfeng's rare investor dialogue, exploring the company's vision-driven culture, strategic restraint toward AGI, and open-source philosophy in the US-China AI race.

Jul 27, 2026·2 min

Jensen Huang Champions Open-Source AI: Distillation Is Not Plagiarism, DeepSeek and Kimi Are Excellent

NVIDIA CEO Jensen Huang defends open-source AI, calls distillation legitimate learning, praises DeepSeek and Kimi, and co-signs open letter with 20+ companies while OpenAI and Google stay silent.

Jul 27, 2026·3 min

DeepSeek Ignites Open Source vs. Closed Source Debate in Silicon Valley, Splitting Tech Giant Alliances

Jul 27, 2026·3 min

Liang Wenfeng on AGI Strategy: Team Stability Is DeepSeek's Only Core Interest

DeepSeek raises over 50B RMB at a 350B valuation. Founder Liang Wenfeng explains why team stability is the only core interest on the path to AGI.

Jul 27, 2026·2 min

Jensen Huang Praises DeepSeek and Kimi: Markets Have Twice Misjudged the Impact of Chinese Open-Source Models

NVIDIA CEO Jensen Huang says markets have twice misjudged the impact of DeepSeek and Kimi, arguing Chinese open-source models boost rather than reduce overall AI compute demand.

Jul 26, 2026·3 min

DeepSeek-OCR Deployment and Fine-Tuning: A Complete Hands-On Guide

Master the full DeepSeek-OCR deployment and fine-tuning workflow: vLLM inference deployment, efficient Unsloth fine-tuning, dataset preprocessing, LoRA training, validation, and RAG vector database integration.

Jul 25, 2026·2 min

Three Chinese LLMs Launch in Parallel: Qwen, DeepSeek V4, and GLM Next-Gen Models Arriving Soon

Alibaba's next-gen Qwen, DeepSeek V4 GA, and Zhipu's new GLM are all nearing release. Explore the latest progress, hands-on results, and distillation controversy of China's top LLMs.

Jul 25, 2026·2 min

DSpark: DeepSeek Partners with Peking University to Open-Source Inference Acceleration, Boosting Speed by Up to 85%

DeepSeek partners with Peking University to open-source DSpark, an inference acceleration tech boosting single-user speed by 57%-85% under high concurrency. Learn its three core designs and the DSpec framework.

Jul 25, 2026·2 min

DSpark: DeepSeek and Peking University Open-Source Inference Acceleration Tech with Up to 85% Speed Boost

DeepSeek and Peking University open-source DSpark, an inference acceleration tech boosting single-user generation speed by 57%-85% under high concurrency. Learn its 3 core designs and the DSpec framework.

Jul 25, 2026·2 min

DeepSeek V4 Coming Soon; Meituan Open-Sources 1.6-Trillion-Parameter LongCat 2.0

DeepSeek V4 official release expected mid-July with peak/off-peak pricing; Meituan open-sources trillion-parameter MoE model LongCat 2.0 with million-token context; Cursor launches iOS app. A quick look at the latest AI industry news.

Jul 25, 2026·2 min

DeepSeek V4 Coming Soon, Meituan Open-Sources 1.6 Trillion Parameter LongCat 2.0

DeepSeek V4 launches mid-July with peak/off-peak pricing; Meituan open-sources trillion-parameter MoE model LongCat 2.0 with million-token context; Cursor debuts iOS app. A quick look at the latest AI industry news.

Jul 25, 2026·5 min

DeepSeek's Five-Step Ladder to AGI: A Restrained Roadmap Built on Twenty Thousand GPUs

DeepSeek founder Liang Wenfeng reveals a five-step AGI roadmap from chain-of-thought to embodied intelligence. How does TileLang crack domestic GPU substitution under a 20,000-card constraint?

Jul 25, 2026·5 min

DeepSeek's Five-Step Ladder to AGI: A Restrained Roadmap Built on 20,000 GPUs

DeepSeek founder Liang Wenfeng reveals a five-step AGI roadmap—from chain-of-thought to embodied intelligence—under a 20,000-GPU constraint, using the TileLang compiler to break domestic substitution challenges while API cash flow backs AGI exploration.