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Tag: reasoning ability

4 post(s)

September 19, 20260 comment(s)

Introduction to Large Model Evaluation Benchmarks: What exactly are MMLU, GSM8K, and HumanEval testing

When model manufacturers release new versions, they always mention a series of benchmark scores. What are these abbreviations testing for? Why is there a huge difference in the ranking of the same mod

Tech Guide Large Language Model (LLM)reasoning ability

September 16, 20260 comment(s)

RLHF and AI Alignment: How Big Models Learn to Speak Human and Follow Rules

A pre trained large model is essentially a machine that predicts the next word. It can continue writing text, but may not necessarily be willing to listen - if you ask it a question, it may continue t

Tech View Large Language Model (LLM)reasoning ability

September 15, 20260 comment(s)

Introduction to Reasoning Models: Why Making Big Models Think More for a while Can Significantly Improve Performance

Since 2024, a new approach has emerged in the field of big models, parallel to "making models bigger": allowing models to "think for a while" before answering. OpenAI's O-series, DeepSeek's R-series,

Tech View chain of thought reasoning ability

July 7, 20260 comment(s)

Path to Enhancing Large Model Reasoning Ability: From the Chain of Thinking to Self Improvement

The reasoning ability of a large language model is a key indicator for measuring its intelligence level. From early simple Q&A to current complex reasoning tasks, the reasoning ability of large models

Tech View large model reasoning ability chain of thought