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minimind

Here are 16 public repositories matching this topic...

joyehuang / minimind-notes

🚀 [从零构建 LLM] 极简大模型训练原理与实践指南。包含 Transformer, Pretraining, SFT 核心代码与对照实验。 | A minimal, principle-first guide to understanding and building LLMs from scratch.

machine-learning tutorial ai deep-learning notes pytorch transformer pretraining llm minimind

Updated Jun 4, 2026
Python

Enping-Hu / minimind-deep-dive

逐行对照 MiniMind 源码精读、并延伸到大模型技术体系的中文学习笔记 —— 预训练 / SFT / DPO / PPO / GRPO、训练机制、MiniMind2→3 版本对照、真实实验证据。

nlp deep-learning pytorch transformer moe study-notes from-scratch rope fine-tuning ppo dpo pretraining large-language-models llm rlhf llm-training grpo minimind

Updated Jun 24, 2026
HTML

itallstartedwithaidea / MiniAgent

The Cowork Agent for Everything — trainable advertising AI + 14 platform MCP servers + agent skills. Based on minimind (42k stars). Train from zero in 2 hours.

training cross-platform mcp advertising ppc ai-agents google-ads llm meta-ads vllm ollama model-context-protocol agent-skills claude-code minimind

Updated Jun 22, 2026
Python

ikun-llm / ikun-2.5B

练习时长两年半的 AI 大模型 (实际 26M params，2.5B = 两年半) | ikun meme-culture chatbot 🐔🏀

nlp chatbot pytorch lora language-model ikun llm chinese-meme minimind

Updated Mar 27, 2026
Jinja

xiaoms22 / lunavla

A beginner-friendly VLA project starter: CPU smoke, ACT + PushT-style imitation learning, rollout eval, and resume-ready docs.

internship robotics imitation-learning from-scratch vla act embodied-ai vision-language-action lerobot minimind pusht

Updated Jun 30, 2026
Python

ikun-llm / ikun-MoE

混合专家模型 | Mixture of Experts architecture 🧩

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-Distill

知识蒸馏 | Knowledge Distillation from teacher model 🎓

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-tokenizer

从零训练分词器 | BPE tokenizer from scratch 🔤

learning pytorch chinese ikun llm minimind

Updated Mar 27, 2026
Python

ikun-llm / ikun-pretrain

从零预训练语言模型 | Pretrain LLM from scratch 📚

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-DPO

偏好对齐训练 | Direct Preference Optimization 👍👎

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-deploy

模型部署指南 | Deploy to API/Web/ollama/vllm 🚀

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-Reason

推理模型训练 | Reasoning with chain-of-thought 🧠

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

ikun-llm / ikun-GRPO

强化学习对齐 | Group Relative Policy Optimization 🎮

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

bob798 / ohmygpt

从0到1手写的中文小型大语言模型 — minimind 风格教学项目：RMSNorm·RoPE·GQA·SwiGLU，完整 tokenizer→pretrain→SFT 管线，单张 RTX 3060 可训。A from-scratch Chinese LLM for learning.

education pytorch transformer chinese-nlp from-scratch rope sft gqa pretraining llm minimind

Updated Jun 15, 2026
Python

ikun-llm / ikun-V

多模态视觉语言模型 | Vision-Language Model 👁️

learning pytorch chinese ikun llm minimind

Updated Mar 24, 2026

kartik314 / minimind-notes

📝 Enhance your understanding of large model training with detailed, clear annotations for the MiniMind project, tailored for Chinese learners.

markdown productivity cross-platform notes web-app text-editor note-taking knowledge-management code-snippets personal-wiki task-management simple-ui offline-support collaboration-tools minimind

Updated Jun 30, 2026
Python

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