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base-llm

datawhalechina/base-llm

从 NLP 到 LLM 的算法全栈教程

GraphCanon updated Sep 20, 2026 · GitHub synced Sep 20, 2026

24views this month

1.0k stars115 forksLast push Jun 26, 2026 Jupyter Notebook

Decision brief

Comprehensive algos from NLP to LLMs in Jupyter Notebooks

Good fit when

  • You need detailed, step-by-step tutorials on transitioning from NLP to LLM algorithms
  • Preferring hands-on learning with Python and PyTorch environments

Avoid when

  • Seeking real-time collaboration features; lacks built-in support for multi-user interaction
  • Prioritizing proprietary frameworks; focuses heavily on open-source tools like PyTorch and Docker

Observed Jul 12, 2026 · Source: enrich:decision_facts

Verify the decision

Maintenance and security

Full trust report
Maintenance
Steady (85d since push)
As of Sep 19, 2026
Provenance
Not a fork · Organization account
As of Sep 19, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/datawhalechina/base-llm

Similar tools

Same-category neighbours. No typed graph edges are catalogued for this tool yet.

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A comprehensive tutorial for algorithms from NLP to Large Language Models (LLMs) available online.

Capability facts

Languages
jupyter notebook

Source: github.language · Sep 19, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 19, 2026)

<img src="https://img.shields.io/badge/Python-3.10+-blue?style=for-the-badge&logo=python&logoColor=white" alt="Python"/>
Source link

Tags

README

<div align="center" <h1 Base LLM 从 NLP 到 LLM 的算法全栈教程</h1 </div <div align='center' <img src="./logo.svg" alt="base llm Logo" width="70%" </div <div align="center" <h2 大模型前世今生</h2 <p <em Base LLM is all you need</em </p </div <div align="center" <img src="https://img.shields.io/gi...

For agents

This page has a .md twin and JSON over the API.

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