GPT and Claude In Gradio UI
Gradio is an open-source Python framework that makes it easy to build interactive web-based UIs for machine learning (ML) models, data pipelines, or any Python function. Instead of writing frontend …
Adversarial Conversations between Chatbots (Core Concept of the Context Window)
You’re already familar with prompts being organized into lists like: In fact this structure can be used to reflect a longer conversation history: Import Rule: Please remember this prompt rule. …
From One-Shot to Multi-Shot Prompting
One-Shot The Website class retrieves the text content and links from a given URL. Prompt 1: Here’s an OpenAI example showing how to use a one-shot prompt to get a …
這是一個非常好的問題！讓我來解釋為什麼ChatGPT需要1億1700萬個參數，而線性回歸只需要20-200個參數。
🔍 問題的複雜度差異 Linear Regression (線性回歸) ChatGPT (語言模型) 🧠 參數用途大解析 1. 詞彙表示 (Vocabulary Embeddings) 光是把每個詞轉換成電腦能理解的數字就需要2560萬個參數！ 2. 多頭注意力機制 (Multi-Head Attention) 3. 多層堆疊 🤔 為什麼需要這麼多參數？ 複雜度對比 任務輸入複雜度輸出複雜度所需知識線性回歸數值特徵單一數值數學關係ChatGPT自然語言創意文本人類所有知識 語言的複雜性 1. 語義理解 2. 上下文依賴 3. …
Proposition Logic
Propositional logic (also called proposition logic, sentential logic, or Boolean logic) is a branch of logic that deals with propositions and their truth values—true or false.
Streamlines: Google Cloud Run
I have a Docker container that can run on a single machine, and I want to deploy it to the cloud. Please note that when you use a database, the …
Google Cloud Run
How to use Google Cloud Run to deploy your Docker Container.
OpenAI GPT + Docker: Hello World
Build Docker Environment I want to build a docker python development environment under Windows 11. Start Developing the logprob value more close to 0 is more confident. Argument: Stream Stream …
How to detect abnormal shape of round products
The O-ring is a circular gasket used for sealing applications. It is typically made of rubber, silicone, or other elastomeric materials. O-rings are designed to sit in a groove and …
Coating 製程噴液異常
噴液異常視覺檢測 鴻博資訊有限公司 系統架構圖 此專案規劃一台電腦最多可以跑四隻AOI程式，同時跑多隻AOI程式時的運行順暢度取決於電腦硬體本身的規格。 AOI程式與Modbus程式間是透過Socket進行通訊，每隻AOI程式需配置一個唯一序號，1到4號，當AOI程式偵測到異常時會發送一個訊號給Modbus程式，Modbus根據訊號中的AOI程式唯一序號，在對應的PLC Modbus位址上發送一個100 ms的ON訊號。 AOI ID Modbus Address 1 100 2 101 3 102 4 103 工業相機 官網：https://www.toshiba-teli.co.jp/en/products/industrial-camera/index.htm 請點選【Support】【Software Download】下載軟體SDK 【註】使用Ubuntu 22.04 下載TeliCamSDKforLinux_S5104031.zip 壓縮檔內容 請開啟Readme檔案 程式安裝路徑 /opt/TeliCamSDK …