@lms111
Исследую локальные LLM через hands-on тесты. Перевожу технические нюансы на понятный язык. Сложное → простое на русском языке.
Joined December 2025
Pinned
JSON Training Course: First Contact – Learning with a Shopping List (in Russian for beginners). Designed specifically for working with local 4B models, specifically: nhe-ai/Qwen3-VL-4B-Thinking-Q4_K_S-GGUF No code or jargon. Understand the basics of ...
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Projects
This is a universal text snippet that can be inserted into any chat, regardless of its system prompt. It instructs an AI model to analyze the current conversation and produce a structured JSON summary designed specifically for seamless continuation i...
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Run this preset to get a comprehensive cognitive profile of your model: identifying the dominant thinking archetype (Strategist, Tactician, Creative, Empath), assessing its focus and practical value. Based on the Cognitive Roles Taxonomy methodology....
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Universal AI testing methodology: Multilingual Interference Diagnostic Framework (diagnosing linguistic purity: diagnosing a model's propensity to make typos, mix languages, and insert incorrect sentences). To start testing, ask the model: "run a qui...
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Universal AI testing methodology: Perspective Shift Validator (a comprehensive assessment of the ability to shift perspectives and viewpoints). To start testing, ask the model: "run a quick self-test" (for 4B models) / "run a full self-test" (for 8B ...
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Universal AI testing methodology: Loop Tendency Diagnostic Framework (a comprehensive diagnostic of a model's tendency to loop when solving long and complex problems). To start testing, ask the model: "run a quick self-diagnosis" (for 4B models) / "r...
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Universal AI Testing Methodology: Insights and Breakthrough Ideas (methods for diagnosing a model's ability to generate breakthrough insights). To start testing, ask the model: "run a quick self-diagnosis" (for 4B models) / "run a full self-diagnosis...
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Universal AI testing methodology: Hidden verification of the model's structural accuracy. The test contains a "secret marker" that the model must detect and correctly solve. ___________ Универсальная методика тестирования AI: Скрытая проверка структу...
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Universal AI testing methodology: Comprehensive diagnostics of the model's metacognitive abilities. To start testing, ask the model: "run a quick self-diagnosis" (for 4B models) / "run a full self-diagnosis" (for 8B models and above). ____________ Ун...
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Universal AI testing methodology: Instruction Compliance Diagnostic Framework. This is a comprehensive diagnostic of a model's ability to accurately follow complex, multi-level instructions. To start testing, ask the model: "run a quick self-diagnosi...
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Universal AI Testing Methodology: Cognitive Roles Taxonomy (CRT) This method allows for rapid diagnostics of any AI model using a single standard, identifying its strengths and optimal use cases. To start testing, ask the model: "Run a quick self-dia...
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The Easy Way to Stop Smoking (Prompt in Russian). A personalized therapist for smoking cessation using the Allen Carr method Suitable for a model without specific knowledge of the Allen Carr method, but will still guide them through the basic ideas a...
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A therapist with a unique personality, focused on helping the user solve their emotional and mental problems __________________________________ Терапевт с уникальной личностью, ориентированный на помощь пациенту в решении его эмоциональных и психолог...
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The local model gpt-5-qwen3-4b interprets the prompt as an instruction to take action and launches a "mental" simulation process of URL checking.
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The local model qwen3-vl-4b-thinking interprets the prompt as an instruction to take action and launches a "mental" simulation process of URL checking. For users from Russia. ____________________________________________________ Локальная модель qwen3...
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