The Basic Knowledge of RLHF Training Pipeline
Updated 33 minute read
Blog Posts
Technical notes, paper reviews, and hands-on explorations in machine learning and systems.
2025
2024
The Basic Knowledge of RAG
Updated 1 minute read
Toolformer
Updated 1 minute read
The Basic Knowledge of Scaling Laws
Updated 2 minute read
The Basic Knowledge of Position Embedding
Updated less than 1 minute read
The Basic Knowledge of Distributed System Cluster
Updated 1 minute read
The Basic Knowledge of Torch Train Pipeline
Updated 13 minute read
The Basic Knowledge of RLHF (Reinforcement Learning from Human Feedback)
Updated 8 minute read
VMware Workstation Pro 安装 macOS 虚拟机
Updated 5 minute read
The Basic Knowledge of MoE
27 minute read
2023
The Basic Knowledge of TorchScript
9 minute read
The Basic Knowledge of Automatic Mixed Precision
7 minute read
The Basic Knowledge of Gradient Penalty
6 minute read
The Basic Knowledge of PyTorch Autograd
Updated 9 minute read
The Basic Knowledge of PyTorch Distributed
Updated 20 minute read
PyTorch 随笔
4 minute read
The Basic Knowledge of Computer Hardware
12 minute read
The Basic Knowledge of LLM
3 minute read
Animate Anyone
6 minute read
PixelDance
2 minute read
The Basic Knowledge of NLP
11 minute read
The Advanced Knowledge of Diffusion Model (DM)
6 minute read
Prompt-to-Prompt
8 minute read
Emu series (Emu & Emu Edit & Emu Video)
16 minute read
The Basic Knowledge of Score-based Generative Models
20 minute read
Consistency Model
11 minute read
TIN-SLT
5 minute read
SLT-BT
5 minute read
The Basic Knowledge of Diffusion Model (DM)
8 minute read
Multi-modality with Context
3 minute read
XmDA
4 minute read
笔记本电脑固态硬盘更换扩容
7 minute read
SLTUnet
4 minute read
PGen
4 minute read
Transformer
8 minute read
Glossification with Editing Program
9 minute read
ConvNets Match Vision Transformers at Scale
4 minute read
MDM
8 minute read
The Basic Knowledge of LaTeX 2
6 minute read
MQ-Det
4 minute read
GLIP
6 minute read
latex 问题合集
3 minute read
The Basic Knowledge of LaTeX
9 minute read
ShearedLLaMA
8 minute read
iTransformer
4 minute read
RetNet
7 minute read
HumanMAC
6 minute read
Stable Diffusion
4 minute read
ControlNet
4 minute read
PaCMAP
7 minute read