[Paper Reading] RAGAS: Automated Evaluation of Retrieval Augmented Generation

Clay
2024-08-102024-08-10
Machine Learning, PyTorch

Last Updated on 2024-08-10 by Clay

Introduction

The year 2023 witnessed an explosion of generative AI technologies, with a myriad of applications emerging across various domains. In the field of Natural Language Processing (NLP), Large Language Models (LLMs) stand out as one of the most significant advancements. By training LLMs effectively and reducing hallucinations, they can significantly reduce human effort across a wide range of tasks.

Clay
2024-08-092024-08-09
Linux

Last Updated on 2024-08-09 by Clay

Recently, due to work requirements and the fact that some Steam games run more smoothly on Windows, I seriously considered reallocating 200GB of disk space for Windows on my Linux laptop. However, since I initially allocated the entire 1TB SSD to Linux, I now have to resize the partitions.

Clay
2024-08-082024-08-08
Linux

Last Updated on 2024-08-08 by Clay

When we purchase a new hard drive or evaluate whether to use one, the read/write speed of the hardware is definitely our main concern, as it directly affects our usage experience with the drive.

Clay
2024-08-072024-08-07
Python

Last Updated on 2024-08-07 by Clay

Introduction

CuPy is an open-source GPU-accelerated numerical computation library designed for deep learning and scientific computing. It shares many of the same methods and functions as the popular NumPy package in Python but extends its capabilities to perform computations on the GPU. In short, tasks that can benefit from parallel computation on the GPU, such as matrix operations, can achieve significant acceleration with CuPy.

Clay
2024-08-062024-08-06
Linux

Last Updated on 2024-08-06 by Clay

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

Last Updated on 2024-08-05 by Clay

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

Last Updated on 2024-08-04 by Clay

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

Last Updated on 2024-08-04 by Clay

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

Last Updated on 2024-08-04 by Clay

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

Last Updated on 2024-08-02 by Clay

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.

« Previous
1
…
6
7
8
9
10
…
81
Next »

M	T	W	T	F	S	S
				1	2	3
4	5	6	7	8	9	10
11	12	13	14	15	16	17
18	19	20	21	22	23	24
25	26	27	28	29	30

[Paper Reading] RAGAS: Automated Evaluation of Retrieval Augmented Generation