Gleam Lab · Blog Archive
Blog Page 8
Technical exploration and engineering notes, 655 articles in total.
AI Research 01 - Is Mindfulness Meditation Effective? Health Benefits and Scientific Guide
Mindfulness meditation is a scientifically validated mind-body regulation method.
MySQL InnoDB Storage Structure: Tablespace, Segment, Extent, Page and Row Format Deep Dive
InnoDB storage structure: Tablespace, Segment, Extent, Page, Row. Row formats: REDUNDANT, COMPACT, DYNAMIC, COMPRESSED
MySQL Architecture to Threads: Storage Engine and Thread Model Deep Dive
MySQL 5.7/8.0 storage engine optimization, InnoDB thread model: IO Thread, Purge Thread, Page Cleaner Thread, Master Thread
AI Research 48 - Traditional Chinese and Western Medicine Research: Complementary Clinical Practice
Compare differences and advantages of Chinese and Western medicine in treating common diseases and chronic diseases.
MySQL InnoDB Disk Structure: Tablespace, Log System and Data Dictionary Deep Dive
InnoDB disk structure: system tablespace, file-per-table tablespace, general tablespace, temporary tablespace, Doublewrite Buffer, Redo Log, Undo Log - complete storage a...
AI Research 47 - Multi-Dimensional Survey Report: A Systematic Strategy for Nutritional Supplementation
Extra nutrient supplementation should be based on individual assessment, not blind following.
MySQL InnoDB Storage Structure: Buffer Pool, Write Buffer and Log Mechanism Deep Dive
InnoDB memory structure: Buffer Pool, Change Buffer, Adaptive Hash Index, Log Buffer
AI Research 46 - Multi-Dimensional Survey Report: Multivitamins Are Not a Cure-All for Chronic Disease Prevention
Multiple large-scale clinical studies show that for ordinary healthy people, long-term intake of multivitamin supplements has limited overall effect in preventing cardiov...
MySQL Storage Engines: InnoDB vs MyISAM Deep Comparison
MySQL storage engine comparison: InnoDB, MyISAM, Memory, Archive - transactions, locking mechanisms, index structures.
AI Research 45 - Multi-Dimensional Survey Report: Key Differences in Nutritional Supplementation for Men and Women
Explore main differences in nutritional supplementation between men and women, focusing on different needs for key nutrients like iron, calcium, and folate.
AI Research 44 - Multi-Dimensional Survey Report: Should You Take Fish Oil, Calcium Tablets and Vitamin C?
Survey research on whether nutritional supplements like fish oil, calcium tablets, and vitamin C need extra intake. Analyze applicable scenarios and precautions for each...
MySQL Connection, Thread, Query Cache and Optimizer Deep Dive
MySQL connection mechanism, half-duplex communication, query cache, query optimizer explained.
AI Research 43 - Multi-Dimensional Survey Report: Should Young People and Seniors Take Multivitamins?
Multivitamin supplements can fill nutritional gaps caused by unbalanced diet, suitable for elderly, vegetarians, pregnant women and other specific groups.
MySQL Internal Architecture: Service Layer, Storage Engine and File System Coverage
MySQL four-layer architecture: network connection layer, service layer, storage engine layer, system file layer.
AI Research 42 - Multimodal Large Model Quantization: From FP32 to INT4, the Final Summary
Survey outline for multimodal large model quantization schemes: from FP32 to INT4. Core goal is model capability retention, compression efficiency 50-75%...
MySQL Evolution: From Standalone to Cloud Database
MySQL development history, main branches, architecture evolution (standalone -> master-slave -> sharding -> cloud database).
AI Research 41 - Multimodal Large Model Quantization: Qwen2.5-VL Architecture, Capability Evaluation and Use Cases
Qwen2.5-VL is the new generation multimodal large model launched by Alibaba, significantly leading in visual understanding, video analysis, and cross-modal reasoning.
AI Research 40 - Multimodal Large Model Quantization: Landscape Reshaping Through Five Open-Source Models
Multimodal large models are developing rapidly, with representative models like BLIP-2, MiniGPT-4, Flamingo, LLaVA, and Qwen2.5-VL emerging.
AI Research 39 - Multimodal Large Model Quantization: How Fine-Tuning and Quantization Maximize Performance
In multimodal large model optimization, the order choice of fine-tuning and quantization directly affects the final model's performance and efficiency.
AI Research 38 - Multimodal Large Model Quantization: Evaluation Strategies for Mainstream Vision-Language Tasks
To systematically evaluate the impact of model quantization on performance, need to combine multiple vision-language datasets and metrics.