Blog Posts

Technical notes, paper reading, and practical explorations.

2025

The Basic Knowledge of RLHF Training Pipeline

May 26, 2025 Updated Jun 14, 2025 33 minute read

2024

The Basic Knowledge of RAG

Jun 29, 2024 Updated Jun 29, 2024 1 minute read

Toolformer

Jun 29, 2024 Updated Jun 29, 2024 1 minute read

The Basic Knowledge of Scaling Laws

May 29, 2024 Updated May 29, 2024 2 minute read

The Basic Knowledge of Position Embedding

May 26, 2024 Updated May 26, 2024 less than 1 minute read

The Basic Knowledge of Distributed System Cluster

May 16, 2024 Updated May 17, 2024 1 minute read

The Basic Knowledge of Torch Train Pipeline

May 05, 2024 Updated May 14, 2024 13 minute read

The Basic Knowledge of RLHF (Reinforcement Learning from Human Feedback)

Apr 12, 2024 Updated Apr 14, 2024 8 minute read

VMware Workstation Pro 安装 macOS 虚拟机

Mar 26, 2024 Updated Mar 30, 2024 5 minute read

The Basic Knowledge of MoE

Jan 09, 2024 27 minute read

2023

The Basic Knowledge of TorchScript

Dec 22, 2023 9 minute read

The Basic Knowledge of Automatic Mixed Precision

Dec 19, 2023 7 minute read

The Basic Knowledge of Gradient Penalty

Dec 19, 2023 6 minute read

The Basic Knowledge of PyTorch Autograd

Dec 15, 2023 Updated May 05, 2024 9 minute read

The Basic Knowledge of PyTorch Distributed

Dec 13, 2023 Updated May 17, 2024 20 minute read

PyTorch 随笔

Dec 11, 2023 4 minute read

The Basic Knowledge of Computer Hardware

Dec 06, 2023 12 minute read

The Basic Knowledge of LLM

Dec 06, 2023 3 minute read

Animate Anyone

Dec 03, 2023 6 minute read

The Basic Knowledge of Expectation Maximization Algorithm

Dec 02, 2023 9 minute read

PixelDance

Nov 27, 2023 2 minute read

The Basic Knowledge of NLP

Nov 27, 2023 11 minute read

The Advanced Knowledge of Diffusion Model (DM)

Nov 24, 2023 6 minute read

Prompt-to-Prompt

Nov 22, 2023 8 minute read

Emu series (Emu & Emu Edit & Emu Video)

Nov 21, 2023 16 minute read

The Basic Knowledge of Score-based Generative Models

Nov 16, 2023 20 minute read

Consistency Model

Nov 14, 2023 11 minute read

TIN-SLT

Nov 09, 2023 5 minute read

SLT-BT

Nov 09, 2023 5 minute read

The Basic Knowledge of Diffusion Model (DM)

Nov 08, 2023 8 minute read

Multi-modality with Context

Nov 07, 2023 3 minute read

XmDA

Nov 06, 2023 4 minute read

笔记本电脑固态硬盘更换扩容

Nov 06, 2023 7 minute read

SLTUnet

Nov 05, 2023 4 minute read

PGen

Nov 04, 2023 4 minute read

Transformer

Nov 03, 2023 8 minute read

Glossification with Editing Program

Nov 02, 2023 9 minute read

ConvNets Match Vision Transformers at Scale

Oct 27, 2023 4 minute read

MDM

Oct 27, 2023 8 minute read

The Basic Knowledge of LaTeX 2

Oct 24, 2023 6 minute read

MQ-Det

Oct 23, 2023 4 minute read

GLIP

Oct 23, 2023 6 minute read

latex 问题合集

Oct 22, 2023 3 minute read

The Basic Knowledge of LaTeX

Oct 22, 2023 9 minute read

ShearedLLaMA

Oct 21, 2023 8 minute read

iTransformer

Oct 20, 2023 4 minute read

RetNet

Oct 19, 2023 7 minute read

HumanMAC

Oct 19, 2023 6 minute read

Stable Diffusion

Oct 15, 2023 4 minute read

ControlNet

Oct 13, 2023 4 minute read

PaCMAP

Oct 12, 2023 7 minute read