AI圈报教程 / 实战普通
DeepSeek V4.1 Flash on 8 B300: vLLM vs DeepInfer, 600K+ tokens/s
内容摘要
DeepSeek has open-sourced DeepInfer, the engine behind its own production service. We put it head to...
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SiliconFlow API Review 2026: Setup, Models and Real Pricing
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Your system prompt is silently killing your prompt cache
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Running the 510 GB DeepSeek-V4.1-Flash on an 8 GB GPU — and three bugs that never raise an error
My home machine for local models is modest: an RTX 5060 with 8 GB, a Core Ultra 5 225F, 31 GiB of RAM...
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Export ChatGPT, Claude, Gemini, Grok, DeepSeek, Kimi, and Qwen chats to Markdown with Convolvger 0.6.0
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Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?
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Our 3 a.m. batch job was running at Beijing's afternoon peak rate
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Test-Time Compute and GRPO in Practice: From PPO to Critic-Free Reinforcement Learning
A deep dive into the paradigm shift from pre-training scaling laws to test-time compute. We deconstruct the mathematical derivation of DeepSeek-R1's Group Relative Policy Optimization (GRPO), critic-free architecture advantages, emergent s…
信息来源：DEV Community · DeepSeek