Tagged "prompting"
4 articles tagged prompting, 18 March 2026 to 15 July 2026. Newest first.
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ConlangCrafter: Constructing Languages with a Multi-Hop LLM Pipeline
A GitHub project demonstrating how to construct synthetic languages using chained LLM inference, showcasing advanced prompt engineering and multi-step reasoning techniques applicable to complex local LLM workflows.
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Qwen 3.5 Models: Optimal Settings and Reduced Overthinking Configuration
Community exploration of Qwen 3.5 (35B and 27B) model settings and prompts reveals configurations that minimize overthinking behavior and excessive reasoning token usage. These practical optimizations help practitioners maximize output quality and inference speed.
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Llama 8B Matches 70B Performance on Multi-Hop QA Using Structured Prompting
Structured prompting techniques with Graph RAG enable smaller Llama 8B models to match 70B model performance on complex multi-hop question answering without fine-tuning. Research reveals reasoning, not retrieval, is the actual bottleneck.
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You're Using Your Local LLM Wrong If You're Prompting It Like a Cloud LLM
A practical guide highlighting how local LLM prompting strategies differ from cloud-based models, offering insights into optimizing inference for self-hosted deployments. This addresses a critical gap where many practitioners apply cloud LLM techniques to local models without accounting for architectural differences.