Source: https://aiprimetech.io/blog/tag/inference/

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# Inference 

8 articles tagged Inference — guides, news and pricing for the Claude, GPT & Gemini APIs.   

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 News 

### Mistral Small 2603: Architecture, Capabilities & What Engineers Should Know (2026) 

A concise engineering guide to Mistral Small 2603 architecture, capabilities, deployment tradeoffs, and practical 2026 use cases. Jun 30, 2026  ](/blog/mistral-small-2603-model/) 

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 News 

### DeepSeek V4 Flash: Architecture, Capabilities & What Engineers Should Know (2026) 

Explore DeepSeek V4 Flash architecture, capabilities, performance tradeoffs, and key engineering considerations for 2026. Jun 28, 2026  ](/blog/deepseek-v4-flash-model/) 

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 News 

### GPT 5.5 Pro: Architecture, Capabilities & What Engineers Should Know (2026) 

Explore GPT 5.5 Pro architecture, capabilities, limits, and practical guidance engineers need for building AI systems in 2026. Jun 26, 2026  ](/blog/gpt-5-5-pro-model/) 

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 News 

### Qwen3.6 27B: Architecture, Capabilities & What Engineers Should Know (2026) 

Explore Qwen3.6 27B architecture, capabilities, performance tradeoffs, and practical engineering considerations for 2026 AI system Jun 26, 2026  ](/blog/qwen3-6-27b-model/) 

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 API 

### Streaming LLM Responses: Why It Matters for UX and Cost 

Learn how streaming LLM responses improve perceived speed, reduce wait times, enhance UX, and help manage AI product costs. Jun 22, 2026  ](/blog/streaming-api-guide/) 

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 API 

### Engineering Lower Token Usage Without Hurting Quality 

Practical engineering tactics to cut token usage while preserving output quality, reliability, and user experience in AI systems. Jun 20, 2026  ](/blog/reduce-llm-token-usage/) 

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 API 

### Prompt Caching, Explained: When It Saves Money and When It Does Not 

Learn how prompt caching cuts LLM costs, when cached tokens help, and where it won’t save money in real workflows. Jun 17, 2026  ](/blog/prompt-caching-explained/) 

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 Engineering 

### Lemonade by AMD: a fast and open source local LLM server using GPU ... 

Explore Lemonade by AMD, an open source local LLM server that uses GPU acceleration for fast, private AI inference on your machine Jun 14, 2026  ](/blog/lemonade-by-amd-a-fast-and-open-source-local-llm-server-using-gpu-and-/)