Tagged "small-model-performance"
3 articles tagged small-model-performance, 9 March 2026 to 19 May 2026. Newest first.
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I Stopped Trying to Replace My Cloud LLMs, and Local Models Finally Made Sense
A practitioner shares insights on when and why local LLMs become practical replacements for cloud APIs, moving beyond the hype to focus on real-world use cases and total cost of ownership. The piece highlights recent improvements in inference speed and model quality that have shifted the economics.
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16 Ways to Make a Small Language Model Think Bigger
Oracle has published a comprehensive guide on techniques to enhance the effective capability of small language models through prompting, retrieval, and architectural approaches—highly relevant for practitioners optimizing local deployments.
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Qwen 3.5 Family Benchmark Comparison Shows Strong Performance Across Smaller Models
New benchmarks reveal that Qwen 3.5's 27B, 35B, and 122B variants retain most of the flagship model's performance, while smaller 2B and 0.8B models show steeper degradation on long-context and agent tasks.