NLP is a subfield of artificial intelligence that focuses on the interaction between computers and human language. It is a branch of artificial intelligence that deals with the processing, understanding, and generation of natural language text written by humans.
The emergence of ChatGPT changed people’s perception of AI and brought about a transformative phase in the field of NLP. LLMs, represented by GPT, have become the mainstream research focus in NLP and even the broader field of AI.
If you look at ‘usefulness’ from a conventional viewpoint, certain knowledge might appear useless for the time being, maybe pursued simply out of curiosity. Yet, later in life, you may discover that very knowledge becomes useful, perhaps even vitally important.
This guide provides a practical introduction to the Hugging Face ecosystem. You’ll learn how to find and use models via the API, work with key components like Transformers and Tokenizers, and grasp the fundamentals of fine-tuning. Finally, we cover designing, training, and evaluating custom models for downstream tasks.
When a BAU project faces challenges such as large business volumes, wide industry coverage, diverse scenarios, complex customer structures, and constantly changing requirements, a project often needs to be restructured to address these issues. This article attempts to tackle the high business complexity, ever-changing requirements, and high maintenance costs encountered in system design and construction through the application of DDD.
Extension available on chrome web store: https://chromewebstore.google.com
Update the GitHub project https://github.com/Jerrysmd/weibo-content-filter. Add popup page and allow for custom configurations
No Country for Old Men is one of my favorite movies, although I haven’t read the original book. I think this title is perfectly fitting for this blog post. The wheels of history roll forward, and the tides of time surge on. Maintaining physical and mental health, and surpassing the changes of our era through learning, has become the best strategy for the present.
The text covers key ElasticSearch monitoring metrics, including search performance, indexing, memory usage, and garbage collection. It provides dashboard configuration examples for clusters and indices. The text also addresses common issues like poor query and indexing performance, describing root causes, troubleshooting, and solutions. It discusses building a reliable monitoring system using Prometheus.
