Blogs | Some blogs.

Posts

Sep 21, 2024
(LTS) Misc
Nov 18, 2023
(LTS) TODO LIST

Drafts

Dec 12, 2021
(LTS) Jekyll tutorial
Dec 15, 2021
(LTS) 前端基础知识
Dec 15, 2021
(P1) Swin Transformer 浅析
Dec 19, 2021
(LTS) 排版样例
Feb 11, 2022
(DEAD) HMM-GMM Based ASR (Auto Speech Recogition)
Feb 11, 2022
(LTS) 手动实现神经网络层
Feb 14, 2022
(P1) grep/find/sed/awk tutorial
Jun 19, 2022
(P1) DLHLP2020学习笔记1——语音识别
Jun 25, 2022
(P1) 自动微分
Jun 25, 2022
(P1) Python Binding Other Language
Sep 25, 2022
(LTS) Python Snippets
Feb 12, 2023
(P1) GPT-1，2，3，instructGPT，chatGPT
Feb 12, 2023
(P1) DETR
Feb 12, 2023
(P1) VIT、ViLT、MAE
Mar 10, 2023
(Alpha) T5 详解
Mar 24, 2023
(LTS) Tensor Ops
Apr 28, 2023
(READY) bert 详解
May 4, 2023
(DEAD) LLMs Survey
May 11, 2023
(Alpha) Tokenizer 详解
May 25, 2023
(DEAD) Memory efficient training
Jun 1, 2023
(Alpha) Memory efficient inference (🤗's dispatch and offload)
Jun 11, 2023
(P1) Transformers Building Blocks
Jun 15, 2023
(P1) Pytorch 性能分析工具
Jun 15, 2023
(Alpha) GPTQ 详解
Jun 20, 2023
(LTS) 线性代数回顾
Jun 26, 2023
(Alpha) Auto-GPTQ 浅析
Jul 3, 2023
(P1) 🤗 optimum
Jul 21, 2023
(P1) RWKV 浅析
Jul 21, 2023
(P1) Transformers 变体
Jul 24, 2023
(P1) OpenAI ChatGPT/GPT4 使用
Jul 27, 2023
(P1) ChatGLM 相关介绍
Jul 29, 2023
(DEAD) SuperGLUE 数据集介绍
Aug 2, 2023
(P1) 🤗 Transformers Trainer API
Aug 15, 2023
(P1) Streamlit Tutorial
Aug 31, 2023
(P1) flask tutorial
Sep 19, 2023
(Alpha) 🤗 Hub
Oct 3, 2023
(P1) Python 文件与 IO
Oct 12, 2023
(LTS) Pytorch 源码学习 (草稿杂录)
Oct 20, 2023
(P1) Huggingface PEFT
Oct 24, 2023
(P1) LLM.int8 详解
Oct 24, 2023
(LTS) huggingface summary
Oct 31, 2023
(Alpha) Stanford Alpaca
Nov 1, 2023
(P1) huggingface cheatsheet
Nov 3, 2023
(Alpha) Pytorch Distributed Data Parallel
Nov 4, 2023
(Alpha) FP16 训练
Nov 4, 2023
(P1) ZeRO (deepspeed & pytorch fsdp)
Nov 4, 2023
(P1) torch.distributed 总览及底层工具
Nov 18, 2023
(LTS) Basics of CPU and GPU
Nov 22, 2023
(P1) LangChain
Nov 27, 2023
(P0) Pytorch Quantization
Nov 28, 2023
(P0) torch.fx
Jan 11, 2024
(P0) llama_index
Jan 16, 2024
(Ready) ReAct
Jan 17, 2024
(P0) 通义千问-Overviw
Jan 18, 2024
(READY) Socket and HTTP
Jan 23, 2024
(P1) Embedding Models
Jan 23, 2024
(Alpha) Text Splitter for LLMs
Jan 24, 2024
(LTS) Advanced LLM Prompts & Retrieval & Agents
Feb 18, 2024
(Alpha) pydantic tutorial
Feb 18, 2024
(LTS) Python Internal
Feb 21, 2024
(LTS) 大模型应用层工具
Feb 21, 2024
(P1) Langchain-ChatChat 浅析
Feb 22, 2024
(P1) 多进程/多线程/协程 (for Python)
Feb 25, 2024
(Alpha) WSGI & ASGI
Apr 16, 2024
(Alpha) Python 包管理与CI/CD开发工具
Apr 22, 2024
(P1) VSCode 使用记录
May 4, 2024
(P1) Python import 相关
May 7, 2024
(LTS) Latex Tikz
May 15, 2024
(Ready) tiktoken 详解
May 22, 2024
(Ready) QWen-VL 浅析
May 25, 2024
(P1) GitHub Action 简介
May 29, 2024
(P1) FastChat 简介
Jun 3, 2024
(P1) Event
Jun 3, 2024
(Refactor) FastAPI tutorial
Jun 5, 2024
(P0) DDPM 浅析
Jun 6, 2024
(P0) VAE 浅析
Jun 10, 2024
(P1) Opendevin 项目探索
Jul 16, 2024
(P1) llm-compiler
Jul 22, 2024
(P1) MoE: (Mixtral 8x7B)
Jul 23, 2024
(P1) PPO
Aug 15, 2024
(LTS) asyncio 探幽
Aug 20, 2024
(P0) Qwen-Agent
Aug 24, 2024
(LTS) python 底层内置模块 (os/sys/inspect/dis/ast 等)
Aug 28, 2024
(LTS) python socket 模块
Aug 29, 2024
(LTS) Anthropic & Updates
Oct 9, 2024
(P0) GGUF,GGML,llama.cpp