Tifa-Deepsex-14b-CoT: a large model that specializes in roleplaying and ultra-long fiction generation
Comprehensive Introduction Tifa-Deepsex-14b-CoT is a Deepseek-R1-14B deep-optimized macromodel based on Deepseek-R1-14B, focusing on role-playing, fictional text generation, and Chain of Thought (CoT) push...
Systematic mastery of cue word engineering - from basic to advanced (reading time from 2 hours)
Introduction The purpose of this document is to help readers quickly understand and grasp the core concepts and applications of Prompt Engineering through a series of prompt examples (in part). These examples are all derived from an academic paper on a systematic review of prompt engineering techniques ("The Prompt Report: A Sy...
How accurate is ChatGPT image recognition?
ChatGPT's image recognition capabilities, powered by OpenAI's gpt-4o, gpt-4o-mini, and gpt-4-turbo models, perform well in many scenarios, but accuracy is not absolute. Here are the key points that affect its performance: ...
Instructor: a Python library to simplify structured output workflows for large language models
Comprehensive Introduction Instructor is a popular Python library designed for processing structured output from Large Language Models (LLMs). Built on Pydantic, it provides a simple, transparent and user-friendly API for managing data...
Extracting Valuable Information from PDF: Gemini 2.0 Structured Output Solution
Last week, Google DeepMind released Gemini 2.0, which includes Gemini 2.0 Flash (fully available), Gemini 2.0 Flash-Lite (new cost-effective) and Gemini ...
Hint Engineering for OpenAI O1 and O3-mini Inference Models
Introduction: OpenAI's O1 and O3-mini are advanced "reasoning" models that differ from the base GPT-4 (commonly referred to as GPT-4o) in the way they process hints and generate answers. These models are designed to spend more time "thinking" about complex problems...
In-depth review of the 10 best text-to-speech projects
--Open Source Text-to-Speech (TTS) Project: Bringing Realistic "Sound" to Applications In the wave of artificial intelligence, Text-to-Speech (TTS) technology has become an important bridge between the digital world and human senses. TTS technology has become an important bridge between the digital world and human senses. Text-to-Speech (TTS) technology has become an important bridge between the digital world and the human senses...
OpenAI CEO Looks to AGI Economics: Three Observations Reveal Disruptive Change in the Next Decade
By Sam Altman, CEO, OpenAI OpenAI's mission is to ensure that generalized artificial intelligence (AGI) benefits all of humanity. OpenAI believes that systems pointing to AGI are emerging, so it's critical to understand the moment we're in...
MedRAX: A Smart Body for Chest X-ray Analysis Using Multimodal Large Models
Comprehensive Introduction MedRAX is a state-of-the-art AI intelligence designed for chest radiograph (CXR) analysis. It integrates state-of-the-art CXR analysis tools and multimodal large language models to dynamically process complex medical queries without additional training.MedRAX, through its modular design...
AlsoAsked: a keyword research tool that provides real-time Google search intent data
AlsoAsked is a tool that focuses on keyword research and search intent analysis. With real-time access to Google's "People Also Ask" data, AlsoAsked helps users understand searcher's intent and needs so that they can...