Clay

[Linux] Using SSH to Set Up SOCKS Proxy Port for Firefox to Browse the Web via Remote Server IP

Clay
2024-08-062024-08-06
Linux

If we happen to have several remote servers with different IPs and wish to browse the web through these different IPs (for example, some services may not support local or national access), we can use SOCKS proxy ports and configure Firefox to browse the web using the IPs of these remote servers without needing to install other VPN tools.

Clay
2024-08-052024-08-05
Math

The probability density function (PDF) is a fundamental concept in probability theory and statistics, describing the probability distribution of a random variable across its range of values.

Clay
2024-08-042024-08-04
Linux

htpasswd is a tool used for Apache and Nginx web servers to create and manage username and password files, enabling basic authentication when using Nginx as a reverse proxy.

Clay
2024-08-042024-08-04
Linux

This article documents how to check your IP and its location on a Linux system via the terminal. While websites like myip provide this information directly, not all devices have a graphical interface. Moreover, the curl command works on both Windows and Mac OS.

Clay
2024-08-032024-08-04
Linux

Introduction

Nginx is a high-performance HTTP server and reverse proxy server often used for web traffic management, load balancing, and HTTP caching. This article focuses on how to configure Nginx to route different API requests to the corresponding services.

Clay
2024-08-022024-08-02
Machine Learning, PyTorch

Introduction

Supervised Fine-Tuning (SFT) is one of the most well-known methods for training Large Language Models (LLM). Essentially, it is similar to traditional language modeling, where the model learns certain knowledge through training data.

Clay
2024-08-022024-08-02
2 Comments
Machine Learning

Introduction

In the fine-tuning tasks of Large Language Models (LLM), several methods such as Supervised Fine-Tuning (SFT), Reinforcement Learning from Human Feedback (RLHF), and Direct Preference Optimization (DPO) are all viable approaches. However, there are some differences among them.

Clay
2024-07-312024-07-31
AI, Machine Learning

Introduction

I previously wrote a note introducing the vLLM accelerated inference framework (Using vLLM To Accelerate The Decoding Of Large Language Model), but due to space and time constraints, I couldn't delve into more detailed features.

Clay
2024-07-312024-07-31
AI, Machine Learning

Introduction

HuggingFace's Text Generation Inference (TGI) is a framework specifically designed to deploy and accelerate LLM inference services. Below is its architecture diagram:

Clay
2024-07-302024-07-31
AI, Machine Learning

Introduction

Since last year, I have been filled with enthusiasm and curiosity about Multi-Modal AI models. As a staunch advocate of AGI, I believe that AI's current potential has not yet reached its ceiling. One significant bottleneck and research direction in AI today is naturally the integration of various modalities (text, images, audio...) in model applications.

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Clay

[Linux] Using SSH to Set Up SOCKS Proxy Port for Firefox to Browse the Web via Remote Server IP

What Is Probability Density Function (PDF)?

[Linux] Using htpasswd for Nginx Authentication

[Linux] How To Check Current IP Address And IP Region

[Linux] Using Nginx to Reverse Proxy and Forward Service Requests to Different Ports on a Single Port

Introduction

Supervised Fine-tuning Trainer (SFTTrainer) Note

Introduction

LLM Fine-tuning Note - Differences Between SFT and DPO

Introduction

Using vLLM To Accelerate Inference Speed By Continuous Batching

Introduction

Note Of HuggingFace Text Generation Inference (TGI)

Introduction

Use Text To Retrieve Images: Introduction Of Multi-Modals ColPali

Introduction