From f44ee7a1b0eef3d77bd56e50aa3ce9d6fbb6f8d2 Mon Sep 17 00:00:00 2001 From: jingyaogong Date: Tue, 21 Oct 2025 22:24:30 +0800 Subject: [PATCH] [feat] update docs --- docs/images/train_grpo_512.png | Bin 0 -> 219631 bytes docs/images/train_grpo_768.png | Bin 0 -> 251808 bytes docs/images/train_ppo_512.png | Bin 0 -> 252382 bytes docs/images/train_ppo_768.png | Bin 0 -> 246515 bytes docs/images/train_spo_768.png | Bin 0 -> 239094 bytes docs/index.md | 131 +++++-- docs/quickstart.md | 249 ++++++++++-- docs/training.md | 689 ++++++++++++++++++++++++++++----- 8 files changed, 899 insertions(+), 170 deletions(-) create mode 100644 docs/images/train_grpo_512.png create mode 100644 docs/images/train_grpo_768.png create mode 100644 docs/images/train_ppo_512.png create mode 100644 docs/images/train_ppo_768.png create mode 100644 docs/images/train_spo_768.png diff --git a/docs/images/train_grpo_512.png b/docs/images/train_grpo_512.png new file mode 100644 index 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![logo](images/logo.png) @@ -7,47 +7,118 @@ ## πŸ“Œ Introduction -MiniMind is a super-small language model project trained completely from scratch, requiring **only $0.5 + 2 hours** to train a **26M** language model! +**MiniMind** is a complete, open-source project for training ultra-small language models from scratch with minimal cost. Train a **26M** ChatBot in just **2 hours** with only **$3** on a single 3090 GPU! - **MiniMind** series is extremely lightweight, the smallest version is **1/7000** the size of GPT-3 -- The project open-sources the minimalist structure of large models, including: - - Mixture of Experts (MoE) - - Dataset cleaning - - Pretraining - - Supervised Fine-Tuning (SFT) - - LoRA fine-tuning - - Direct Preference Optimization (DPO) - - Model distillation -- All core algorithm code is reconstructed from scratch using native PyTorch, without relying on third-party abstract interfaces -- This is not only a full-stage open-source reproduction of large language models, but also a tutorial for getting started with LLMs +- Complete implementation covering: + - **Tokenizer training** with custom vocabulary + - **Pretraining** (knowledge learning) + - **Supervised Fine-Tuning (SFT)** (conversation patterns) + - **LoRA fine-tuning** (parameter-efficient adaptation) + - **Direct Preference Optimization (DPO)** (human preference alignment) + - **RLAIF algorithms** (PPO/GRPO/SPO - reinforcement learning) + - **Knowledge distillation** (compress large model knowledge) + - **Model reasoning distillation** (DeepSeek-R1 style) + - **YaRN algorithm** (context length extrapolation) +- **Pure PyTorch implementation**: All core algorithms are implemented from scratch using native PyTorch, without relying on third-party abstract interfaces +- **Educational value**: This is not only a full-stage open-source reproduction of large language models, but also a comprehensive tutorial for getting started with LLMs +- **Extended capabilities**: MiniMind now supports [MiniMind-V](https://github.com/jingyaogong/minimind-v) for vision multimodal tasks -!!! note "Training Cost" - "2 hours" is based on NVIDIA 3090 hardware (single card) testing, "$0.5" refers to GPU server rental cost +!!! note "Training Cost & Time" + "2 hours" is based on **NVIDIA 3090** hardware (single card) testing + + "$3" refers to GPU server rental cost + + With 8Γ— RTX 4090 GPUs, training time can be compressed to **under 10 minutes** -## ✨ Key Features +## ✨ Key Highlights -- **Ultra-low cost**: Single 3090, 2 hours, $0.5 to train a ChatBot from scratch -- **Complete pipeline**: Covers Tokenizer, pretraining, SFT, LoRA, DPO, distillation full process -- **Education-friendly**: Clean code, suitable for learning LLM principles -- **Ecosystem compatible**: Supports `transformers`, `llama.cpp`, `vllm`, `ollama` and other mainstream frameworks +- **Ultra-low cost**: Single 3090, 2 hours, $3 to train a fully functional ChatBot from scratch +- **Complete pipeline**: Tokenizer β†’ Pretraining β†’ SFT β†’ LoRA β†’ DPO/RLAIF β†’ Distillation β†’ Reasoning +- **Latest algorithms**: Implements cutting-edge techniques including GRPO, SPO, and YaRN +- **Education-friendly**: Clean, well-documented code suitable for learning LLM principles +- **Ecosystem compatible**: Seamless support for `transformers`, `trl`, `peft`, `llama.cpp`, `vllm`, `ollama`, and `Llama-Factory` +- **Full capabilities**: Supports multi-GPU training (DDP/DeepSpeed), model visualization (Wandb/SwanLab), and dynamic checkpoint management +- **Production-ready**: OpenAI API protocol support for easy integration with third-party UIs (FastGPT, Open-WebUI, etc.) +- **Multimodal extension**: Extended to vision with [MiniMind-V](https://github.com/jingyaogong/minimind-v) -## πŸ“Š Model List +## πŸ“Š Model Series -| Model (Size) | Inference Memory (Approx.) | Release | -|------------|----------|---------| -| MiniMind2-small (26M) | 0.5 GB | 2025.04.26 | -| MiniMind2-MoE (145M) | 1.0 GB | 2025.04.26 | -| MiniMind2 (104M) | 1.0 GB | 2025.04.26 | +### MiniMind2 Series (Latest - 2025.04.26) + +| Model | Parameters | Vocabulary | Layers | Hidden Dim | Context | Inference Memory | +|-------|-----------|------------|--------|-----------|---------|-----------------| +| MiniMind2-small | 26M | 6,400 | 8 | 512 | 2K | ~0.5 GB | +| MiniMind2-MoE | 145M | 6,400 | 8 | 640 | 2K | ~1.0 GB | +| MiniMind2 | 104M | 6,400 | 16 | 768 | 2K | ~1.0 GB | + +### MiniMind-V1 Series (Legacy - 2024.09.01) + +| Model | Parameters | Vocabulary | Layers | Hidden Dim | Context | +|-------|-----------|------------|--------|-----------|---------| +| minimind-v1-small | 26M | 6,400 | 8 | 512 | 2K | +| minimind-v1-moe | 104M | 6,400 | 8 | 512 | 2K | +| minimind-v1 | 108M | 6,400 | 16 | 768 | 2K | + +## πŸ“… Latest Updates (2025-10-24) + +πŸ”₯ **RLAIF Training Algorithms**: Native implementation of PPO, GRPO, and SPO + +- **YaRN Algorithm**: RoPE length extrapolation for improved long-sequence handling +- **Adaptive Thinking**: Reasoning models support optional thinking chains +- **Full template support**: Tool calling and reasoning tags (``, ``, etc.) +- **Visualization**: Switched from WandB to [SwanLab](https://swanlab.cn/) (China-friendly) +- **Reasoning models**: Complete MiniMind-Reason series based on DeepSeek-R1 distillation + +## 🎯 Project Contents + +- Complete MiniMind-LLM architecture code (Dense + MoE models) +- Detailed Tokenizer training code +- Full training pipeline: Pretrain β†’ SFT β†’ LoRA β†’ RLHF/RLAIF β†’ Distillation +- High-quality, curated and deduplicated datasets at all stages +- Native PyTorch implementation of key algorithms, minimal third-party dependencies +- Multi-GPU training support (single-machine multi-card DDP, DeepSpeed, distributed clusters) +- Visualization with Wandb/SwanLab +- Model evaluation on third-party benchmarks (C-Eval, C-MMLU, OpenBookQA) +- YaRN algorithm for RoPE context length extrapolation +- OpenAI API protocol server for easy integration +- Streamlit web UI for chat +- Full compatibility with community tools: llama.cpp, vllm, ollama, Llama-Factory +- MiniMind-Reason models: Complete open-source data + weights for reasoning distillation ## πŸš€ Quick Navigation -- [Quick Start](quickstart.md) - Environment setup, model download, quick testing -- [Model Training](training.md) - Pretraining, SFT, LoRA, DPO training process +- **[Quick Start](quickstart.md)** - Environment setup, model download, quick testing +- **[Model Training](training.md)** - Pretraining, SFT, LoRA, RLHF, RLAIF, and reasoning training -## πŸ”— Related Links +## πŸ”— Links & Resources +**Project Repositories**: - **GitHub**: [https://github.com/jingyaogong/minimind](https://github.com/jingyaogong/minimind) - **HuggingFace**: [MiniMind Collection](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5) -- **ModelScope**: [MiniMind Models](https://www.modelscope.cn/profile/gongjy) -- **Online Demo**: [ModelScope Studio](https://www.modelscope.cn/studios/gongjy/MiniMind) +- **ModelScope**: [MiniMind Profile](https://www.modelscope.cn/profile/gongjy) + +**Online Demos**: +- [ModelScope Studio - Standard Chat](https://www.modelscope.cn/studios/gongjy/MiniMind) +- [ModelScope Studio - Reasoning Model](https://www.modelscope.cn/studios/gongjy/MiniMind-Reasoning) +- [Bilibili Video Introduction](https://www.bilibili.com/video/BV12dHPeqE72/) + +**Vision Extension**: +- [MiniMind-V](https://github.com/jingyaogong/minimind-v) - Multimodal vision language models + +## πŸ’‘ Why MiniMind? + +The AI community is flooded with high-cost, complex frameworks that abstract away the fundamentals. MiniMind aims to democratize LLM learning by: + +1. **Lowering the barrier**: No need for expensive GPUs or cloud services +2. **Understanding, not just using**: Learn every detail from tokenization to inference +3. **End-to-end learning**: Train from scratch, not just fine-tune existing models +4. **Code clarity**: Pure PyTorch implementations you can read and understand +5. **Practical results**: Get a working ChatBot with minimal resources + +As we say: **"Building a Lego airplane is far more exciting than flying first class!"** + +--- + +Next: [Get Started β†’](quickstart.md) diff --git a/docs/quickstart.md b/docs/quickstart.md index 7eaa845..266540f 100644 --- a/docs/quickstart.md +++ b/docs/quickstart.md @@ -1,114 +1,279 @@ # Quick Start -This page will help you quickly get started with the MiniMind project. +Get MiniMind up and running in minutes! ## πŸ“‹ Requirements +### Hardware + +- **GPU Memory**: 8GB minimum (24GB recommended for comfortable development) +- **Recommended GPU**: NVIDIA RTX 3090 (24GB) + +### Software + - **Python**: 3.10+ -- **PyTorch**: 1.12+ +- **PyTorch**: 2.0+ (with CUDA 12.2+ for GPU support) - **CUDA**: 12.2+ (optional, for GPU acceleration) -- **VRAM**: At least 8GB (24GB recommended) !!! tip "Hardware Configuration Reference" - - CPU: Intel i9-10980XE @ 3.00GHz - - RAM: 128 GB - - GPU: NVIDIA GeForce RTX 3090 (24GB) + - **CPU**: Intel i9-10980XE @ 3.00GHz + - **RAM**: 128 GB + - **GPU**: NVIDIA GeForce RTX 3090 (24GB) Γ— 8 + - **OS**: Ubuntu 20.04 + - **CUDA**: 12.2 + - **Python**: 3.10.16 -## πŸš€ Testing Existing Models - -### 1. Clone the Project +## πŸš€ Step 0: Clone the Repository ```bash git clone https://github.com/jingyaogong/minimind.git cd minimind ``` -### 2. Install Dependencies +## 🎯 Section I: Testing Existing Models + +### 1. Environment Setup ```bash pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple ``` -!!! warning "Torch CUDA Check" - After installation, test if Torch can use CUDA: +!!! warning "Verify CUDA Support" + After installation, verify PyTorch can access CUDA: ```python import torch print(torch.cuda.is_available()) + print(torch.cuda.get_device_name(0)) ``` + If `False`, download the correct PyTorch version from [PyTorch Official](https://download.pytorch.org/whl/torch_stable.html) -### 3. Download Model +### 2. Download Pretrained Models -Download pretrained models from HuggingFace or ModelScope: +Choose one option: +**From HuggingFace** (recommended for international users): ```bash -# From HuggingFace git clone https://huggingface.co/jingyaogong/MiniMind2 +``` -# Or from ModelScope +**From ModelScope** (recommended for China users): +```bash git clone https://www.modelscope.cn/models/gongjy/MiniMind2.git ``` -### 4. Command Line Q&A +### 3. Command-Line Chat ```bash -# load=0: load PyTorch model, load=1: load Transformers model +# load=0: load PyTorch model, load=1: load transformers model python eval_model.py --load 1 --model_mode 2 ``` -### 5. Start WebUI (Optional) +**Model Modes**: +- `model_mode 0`: Pretrain model (word continuation) +- `model_mode 1`: SFT Chat model (conversation) +- `model_mode 2`: RLHF model (refined responses, currently same as SFT for small models) +- `model_mode 3`: Reasoning model (with thinking chains) +- `model_mode 4/5`: RLAIF models (PPO/GRPO trained) + +**Example Session**: +```text +πŸ‘Ά: Hello, please introduce yourself. +πŸ€–οΈ: I am MiniMind, an AI assistant developed by Jingyao Gong. + I use natural language processing and machine learning algorithms to interact with users. + +πŸ‘Ά: What's the capital of France? +πŸ€–οΈ: The capital of France is Paris, which is located in the northern central part of France. + It is the largest city in France and serves as its political, economic, and cultural center. +``` + +### 4. Web UI Demo (Optional) ```bash # Requires Python >= 3.10 pip install streamlit + cd scripts streamlit run web_demo.py ``` -Visit `http://localhost:8501` to use the web interface. +Visit `http://localhost:8501` to use the interactive web interface. -## πŸ”§ Third-party Inference Frameworks +### 5. Rope Length Extrapolation with YaRN -MiniMind supports multiple mainstream inference frameworks: +Extend context length beyond training with RoPE extrapolation: -### Ollama +```bash +python eval_model.py --inference_rope_scaling True +``` + +This enables the YaRN algorithm to handle sequences longer than the 2K training context, useful for processing documents and long conversations. + +## πŸ”§ Third-Party Inference Frameworks + +MiniMind is compatible with popular inference engines: + +### Ollama (Easiest) ```bash ollama run jingyaogong/minimind2 ``` -### vLLM +### vLLM (Fastest) ```bash -vllm serve ./MiniMind2/ --served-model-name "minimind" +vllm serve ./MiniMind2/ --served-model-name "minimind" --port 8000 + +# Test with curl +curl http://localhost:8000/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{ + "model": "minimind", + "messages": [{"role": "user", "content": "Hello!"}], + "temperature": 0.7, + "max_tokens": 512 + }' ``` -### llama.cpp +### llama.cpp (CPU-Friendly) ```bash -# Convert model -python convert_hf_to_gguf.py ./MiniMind2/ +# Convert to GGUF format +python scripts/convert_model.py ./MiniMind2/ --output ./MiniMind2.gguf -# Quantize model -./build/bin/llama-quantize ./MiniMind2/MiniMind2-109M-F16.gguf ./Q4-MiniMind2.gguf Q4_K_M +# Quantize for size reduction +./llama-quantize ./MiniMind2.gguf ./MiniMind2-Q4.gguf Q4_K_M -# Inference -./build/bin/llama-cli -m ./Q4-MiniMind2.gguf --chat-template chatml +# Run inference +./llama-cli -m ./MiniMind2-Q4.gguf -p "Hello" -n 128 ``` -## πŸ“ Effect Testing +## πŸ”Œ OpenAI API Server (For Integration) + +Run MiniMind as an OpenAI API-compatible service: + +```bash +python scripts/serve_openai_api.py +``` + +Test the API: + +```bash +# In another terminal +python scripts/chat_openai_api.py +``` + +**cURL Example**: +```bash +curl http://localhost:8000/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{ + "model": "minimind", + "messages": [ + {"role": "user", "content": "Explain machine learning in one sentence."} + ], + "temperature": 0.7, + "max_tokens": 256, + "stream": true + }' +``` + +This enables integration with: +- [FastGPT](https://fastgpt.run/) +- [Open-WebUI](https://github.com/open-webui/open-webui) +- [Dify](https://dify.ai/) +- Any OpenAI API-compatible client + +## πŸ“Š Model Selection Guide + +| Use Case | Recommended Model | Memory | Speed | +|----------|------------------|--------|-------| +| Learning/Testing | MiniMind2-small (26M) | ~0.5 GB | Fastest | +| Balanced | MiniMind2 (104M) | ~1.0 GB | Fast | +| Expert System (MoE) | MiniMind2-MoE (145M) | ~1.0 GB | Dynamic | +| Reasoning/Complex | MiniMind-Reason (104M) | ~1.0 GB | Standard | + +## ⚑ Quick Test Results + +**Model**: MiniMind2 (104M parameters) ```text -πŸ‘Ά: Hello, please introduce yourself. -πŸ€–οΈ: Hello! I'm MiniMind, an AI assistant developed by Jingyao Gong. - I interact with users through natural language processing and algorithm training. +Q: What is photosynthesis? +A: Photosynthesis is a process in which plants convert light energy from the sun + into chemical energy to produce glucose. This process occurs mainly in leaves + and is essential for plant growth and survival. -πŸ‘Ά: What is the highest mountain in the world? -πŸ€–οΈ: Mount Everest is the highest mountain in the world, located in the Himalayas, - with an elevation of 8,848.86 meters (29,031.7 feet). +Q: Write a Python function to calculate Fibonacci numbers. +A: def fibonacci(n): + if n <= 1: + return n + return fibonacci(n-1) + fibonacci(n-2) + + # For better performance, use dynamic programming: + def fibonacci_dp(n): + dp = [0] * (n + 1) + for i in range(2, n + 1): + dp[i] = dp[i-1] + dp[i-2] + return dp[n] + +Q: δΈ–η•ŒδΈŠζœ€ι«˜ηš„ε±±ε³°ζ˜―δ»€δΉˆ? (What is the highest mountain?) +A: η η©†ζœ—ηŽ›ε³°οΌˆMount EverestοΌ‰ζ˜―δΈ–η•ŒδΈŠζœ€ι«˜ηš„ε±±ε³°οΌŒδ½δΊŽε–œι©¬ζ‹‰ι›…ε±±θ„‰... + (Mount Everest is the world's highest mountain, located in the Himalayas...) ``` -## 🎯 Next Steps +## πŸ†˜ Troubleshooting -- Check [Model Training](training.md) to learn how to train your own model from scratch -- Read the source code to understand LLM implementation principles +### Issue: CUDA Out of Memory + +**Solution**: +```bash +# Reduce batch size +python eval_model.py --batch_size 1 + +# Or use CPU (slow but works) +python eval_model.py --device cpu +``` + +### Issue: Slow Inference + +**Solutions**: +- Use vLLM or llama.cpp for faster inference +- Enable quantization (4-bit, 8-bit) +- Use GPU instead of CPU +- Reduce `max_tokens` parameter + +### Issue: Model Responses Are Poor Quality + +**Possible Causes**: +- Using pretrain model (`model_mode 0`) instead of SFT (`model_mode 1`) +- Model is undertrained - download the full checkpoint instead +- Input prompt is too short - provide more context + +### Issue: Python/PyTorch Version Mismatch + +**Solution**: +```bash +# Use conda for clean environment +conda create -n minimind python=3.10 +conda activate minimind +pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu122 +pip install -r requirements.txt +``` + +## πŸ“– Next Steps + +- **[Model Training Guide](training.md)** - Train your own MiniMind from scratch +- **[Source Code](https://github.com/jingyaogong/minimind)** - Explore and learn LLM implementation +- **[Inference Benchmarks](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5)** - See model performance comparisons + +## πŸ’‘ Pro Tips + +1. **GPU Memory Optimization**: Use `torch.cuda.empty_cache()` periodically +2. **Batch Processing**: For efficiency, process multiple prompts in batches +3. **Temperature Tuning**: Lower (0.3-0.7) = more consistent, Higher (0.8-1.0) = more creative +4. **Prompt Engineering**: Better prompts β†’ better results, even for small models +5. **Model Quantization**: Use 4-bit quantization to run on smaller GPUs + +--- + +Done! Now you're ready to use MiniMind. Start with the Quick Start, then move to [Model Training](training.md) to learn how to train your own models. diff --git a/docs/training.md b/docs/training.md index dd6624d..8fdf672 100644 --- a/docs/training.md +++ b/docs/training.md @@ -1,155 +1,419 @@ -# Model Training +# Model Training Guide -This page introduces how to train MiniMind language models from scratch. +Learn how to train MiniMind language models from scratch using pure PyTorch. -## πŸ“Š Data Preparation +## πŸ“Š Training Overview -### 1. Download Dataset +MiniMind implements a complete training pipeline: -Download datasets from [ModelScope](https://www.modelscope.cn/datasets/gongjy/minimind_dataset/files) or [HuggingFace](https://huggingface.co/datasets/jingyaogong/minimind_dataset). - -Create `./dataset` directory and place data files: - -```bash -./dataset/ -β”œβ”€β”€ pretrain_hq.jsonl (1.6GB, ✨Recommended) -β”œβ”€β”€ sft_mini_512.jsonl (1.2GB, ✨Recommended) -β”œβ”€β”€ sft_512.jsonl (7.5GB) -β”œβ”€β”€ sft_1024.jsonl (5.6GB) -β”œβ”€β”€ sft_2048.jsonl (9GB) -β”œβ”€β”€ dpo.jsonl (909MB) -β”œβ”€β”€ r1_mix_1024.jsonl (340MB) -└── lora_*.jsonl +``` +Tokenizer Training + ↓ + Pretraining (Learn knowledge) + ↓ + SFT (Learn conversation) + ↓ + β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” + ↓ ↓ ↓ ↓ + LoRA DPO/RLHF RLAIF (PPO/GRPO/SPO) Distillation +(Domain adapt) (Preference) (Reinforcement Learn) (Reasoning) ``` -!!! tip "Recommended Combination" - Fastest reproduction: `pretrain_hq.jsonl` + `sft_mini_512.jsonl` +## πŸ’° Training Costs (Single NVIDIA 3090) + +| Model | Dataset | Duration | Cost (RMB) | Quality | +|-------|---------|----------|-----------|---------| +| MiniMind2-Small | pretrain_hq + sft_mini_512 | 2.1h | β‰ˆ3 | 😊😊 | +| MiniMind2-Small | Full dataset | 38h | β‰ˆ50 | 😊😊😊😊😊😊 | +| MiniMind2 | pretrain_hq + sft_mini_512 | 3.3h | β‰ˆ5 | 😊😊 | +| MiniMind2 | Full dataset | 122h | β‰ˆ160 | 😊😊😊😊😊😊😊 | + +!!! success "Ultra-Fast Training" + **Just 2.1 hours + $3 = Functional ChatBot!** - **Single 3090 only needs 2 hours + $0.5!** + Use `pretrain_hq.jsonl` + `sft_mini_512.jsonl` for fastest reproduction -### 2. Data Format +## πŸ“‹ Data Preparation -**Pretrain Data** (`pretrain_hq.jsonl`): +### 1. Download Datasets + +Download from [ModelScope](https://www.modelscope.cn/datasets/gongjy/minimind_dataset) or [HuggingFace](https://huggingface.co/datasets/jingyaogong/minimind_dataset): + +```bash +mkdir -p dataset +cd dataset +# Download required files +``` + +### 2. Dataset Directory Structure + +``` +./dataset/ +β”œβ”€β”€ pretrain_hq.jsonl ✨ (1.6GB, required for pretraining) +β”œβ”€β”€ sft_mini_512.jsonl ✨ (1.2GB, fastest SFT) +β”œβ”€β”€ sft_512.jsonl (7.5GB, standard SFT) +β”œβ”€β”€ sft_1024.jsonl (5.6GB, longer SFT) +β”œβ”€β”€ sft_2048.jsonl (9GB, very long SFT) +β”œβ”€β”€ dpo.jsonl (909MB, DPO training) +β”œβ”€β”€ r1_mix_1024.jsonl (340MB, reasoning distillation) +β”œβ”€β”€ rlaif-mini.jsonl (1MB, RLAIF algorithms) +β”œβ”€β”€ lora_identity.jsonl (22.8KB, identity LoRA) +└── lora_medical.jsonl (34MB, medical domain LoRA) +``` + +### 3. Data Formats + +**Pretraining Data** (`pretrain_hq.jsonl`): ```json -{"text": "How to overcome procrastination? Overcoming procrastination is not easy..."} +{"text": "How to overcome procrastination? Overcoming procrastination is not easy, but these suggestions may help..."} ``` **SFT Data** (`sft_*.jsonl`): ```json { "conversations": [ - {"role": "user", "content": "Hello"}, - {"role": "assistant", "content": "Hello!"} + {"role": "user", "content": "Hello!"}, + {"role": "assistant", "content": "Hello! How can I help?"}, + {"role": "user", "content": "Tell me a joke."}, + {"role": "assistant", "content": "Why did the scarecrow win an award? Because he was outstanding in his field!"} ] } ``` -## 🎯 Training Pipeline +**DPO Data** (`dpo.jsonl`): +```json +{ + "chosen": [ + {"role": "user", "content": "What is 2+2?"}, + {"role": "assistant", "content": "2+2 equals 4."} + ], + "rejected": [ + {"role": "user", "content": "What is 2+2?"}, + {"role": "assistant", "content": "2+2 equals 5."} + ] +} +``` -All training scripts are located in the `./trainer` directory. +**LoRA Domain Data** (`lora_*.jsonl`): +```json +{ + "conversations": [ + {"role": "user", "content": "What's the treatment for cervical spondylosis?"}, + {"role": "assistant", "content": "Cervical spondylosis treatment typically includes..."} + ] +} +``` -### 1. Pretraining +## 🎯 Complete Training Pipeline -The pretraining stage lets the model learn basic knowledge, the goal is to **learn word continuation**. +All training scripts are in the `./trainer` directory. ```bash cd trainer -python train_pretrain.py - -# Multi-GPU training -torchrun --nproc_per_node 2 train_pretrain.py ``` -Output weights: `./out/pretrain_*.pth` +### Stage 1: Pretraining -!!! info "Training Duration" - - MiniMind2-Small (26M): ~1.1h (single 3090) - - MiniMind2 (104M): ~3.9h (single 3090) - -### 2. Supervised Fine-Tuning (SFT) - -The SFT stage teaches the model conversation patterns and adapts to chat templates. +**Purpose**: Learn foundational knowledge (word continuation) ```bash +# Single GPU +python train_pretrain.py + +# Multi-GPU (DDP) +torchrun --nproc_per_node 2 train_pretrain.py + +# Multi-GPU (DeepSpeed) +deepspeed --master_port 29500 --num_gpus=2 train_pretrain.py +``` + +**Key Parameters**: +- `max_seq_len`: 512 (adjust based on GPU memory) +- `learning_rate`: 1e-4 +- `epochs`: Adjust based on dataset size + +**Output**: `./out/pretrain_*.pth` + +**Training Duration**: +- MiniMind2-Small (26M): ~1.1h +- MiniMind2 (104M): ~3.9h + +!!! tip "Pretraining Tips" + - Start with `pretrain_hq.jsonl` for best results + - Quality > Quantity for pretraining data + - Monitor loss curve to detect overfitting + +### Stage 2: Supervised Fine-Tuning (SFT) + +**Purpose**: Teach conversation patterns and chat templates + +```bash +# Single GPU python train_full_sft.py -# Multi-GPU training +# Multi-GPU torchrun --nproc_per_node 2 train_full_sft.py ``` -Output weights: `./out/full_sft_*.pth` +**Configuration**: +- Load pretrained model from Stage 1 +- Use SFT dataset (`sft_mini_512.jsonl` or `sft_512.jsonl`) +- Adjust `max_seq_len` to match training data -!!! info "Training Duration" - - MiniMind2-Small: ~1h (using sft_mini_512) - - MiniMind2: ~3.3h (using sft_mini_512) +**Output**: `./out/full_sft_*.pth` -### 3. LoRA Fine-tuning (Optional) +**Training Duration**: +- With sft_mini_512: 1-3 hours +- With full sft_512: 20-25 hours -LoRA is a parameter-efficient fine-tuning method, suitable for domain adaptation. +!!! warning "SFT Data Selection" + - `sft_mini_512.jsonl`: Fastest, ~1.2GB, 512 tokens max + - `sft_512.jsonl`: Standard, ~7.5GB, 512 tokens max + - `sft_1024.jsonl`: Longer, ~5.6GB, 1024 tokens max + - `sft_2048.jsonl`: Extended, ~9GB, 2048 tokens max + +### Stage 3: LoRA Fine-Tuning (Optional) + +**Purpose**: Parameter-efficient domain adaptation + +**Use Cases**: +- Medical Q&A knowledge +- Personal identity/self-awareness +- Proprietary domain knowledge ```bash +# Edit train_lora.py to set correct dataset and base model +python train_lora.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_lora.py +``` + +**Output**: `./out/lora/lora_*.pth` + +**Example 1: Medical Domain** + +Prepare `dataset/lora_medical.jsonl`: +```json +{ + "conversations": [ + {"role": "user", "content": "What's the correct pillow height for cervical spondylosis?"}, + {"role": "assistant", "content": "For cervical spondylosis, pillow height should be..."} + ] +} +``` + +Train: +```bash +# Modify train_lora.py: lora_name = 'medical' python train_lora.py ``` -**Use Cases**: -- Medical Q&A: use `lora_medical.jsonl` -- Self-awareness: use `lora_identity.jsonl` +**Example 2: Identity/Self-Awareness** -Output weights: `./out/lora/lora_*.pth` +Prepare `dataset/lora_identity.jsonl`: +```json +{ + "conversations": [ + {"role": "user", "content": "Who are you?"}, + {"role": "assistant", "content": "I am MiniMind..."} + ] +} +``` -### 4. DPO Reinforcement Learning (Optional) +### Stage 4: Direct Preference Optimization (DPO) -DPO is used to optimize model response quality to better align with human preferences. +**Purpose**: Align model responses with human preferences + +DPO eliminates the need for separate reward models by directly optimizing preference pairs. ```bash python train_dpo.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_dpo.py ``` -Output weights: `./out/rlhf_*.pth` +**Output**: `./out/rlhf_*.pth` -### 5. Reasoning Model Distillation (Optional) +**Key Features**: +- Off-policy training (reuse data across epochs) +- No separate reward model needed +- Better sample efficiency than PPO +- Stable training convergence -Distill reasoning capabilities from DeepSeek-R1. +**Training Duration**: ~1-3 hours + +### Stage 5: Reinforcement Learning from AI Feedback (RLAIF) + +RLAIF is an advanced training approach using AI-generated rewards instead of human annotations. MiniMind implements three modern algorithms: + +#### 5.1 PPO (Proximal Policy Optimization) + +Classical on-policy RL algorithm with proven stability. + +```bash +python train_ppo.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_ppo.py +``` + +**Algorithm**: +$$\mathcal{L}_{PPO} = -\mathbb{E}\left[\min(r_t \cdot A_t, \text{clip}(r_t, 1-\varepsilon, 1+\varepsilon) \cdot A_t)\right] + \beta \cdot \mathbb{E}[\text{KL}]$$ + +**Characteristics**: +- Stable but slower reward improvement +- Requires both Actor and Critic networks +- High memory usage (1.5-2Γ— single network) +- Good for exploration + +**Output**: `./out/ppo_actor_*.pth` + +**Training Duration**: ~1-3 hours + +#### 5.2 GRPO (Group Relative Policy Optimization) + +Modern algorithm used in DeepSeek-R1, with faster convergence. + +```bash +python train_grpo.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_grpo.py +``` + +**Algorithm**: +$$\mathcal{L}_{GRPO} = -\mathbb{E}\left[r_t \cdot A_t - \beta \cdot \text{KL}_t\right]$$ + +Where advantage is computed as: +$$A_t = \frac{R - \mu_{group}}{\sigma_{group}}$$ + +**Characteristics**: +- Single-network design (memory efficient) +- Faster reward improvement +- Group normalization removes bias +- Better convergence stability + +**Output**: `./out/grpo_*.pth` + +**Training Duration**: ~1-3 hours + +#### 5.3 SPO (Single-stream Policy Optimization) + +Newest algorithm (2025) addressing GRPO's degenerate group problem. + +```bash +python train_spo.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_spo.py +``` + +**Algorithm**: +$$\mathcal{L}_{SPO} = -\mathbb{E}\left[\log \pi_\theta(a_t|s) \cdot A_t - \beta \cdot \text{KL}_t\right]$$ + +With adaptive baseline: $B_t^{adaptive}$ + +**Characteristics**: +- No group dependency (1 input β†’ 1 training sample) +- Adaptive value tracking +- Better handling of difficult examples +- Experimental on small models + +**Output**: `./out/spo_*.pth` + +**Training Duration**: ~1-3 hours + +#### RLAIF Dataset Preparation + +All RLAIF algorithms use `rlaif-mini.jsonl` (1MB, 10k examples): + +```bash +# Download dataset +# Format: Same as SFT, but assistant content is "ζ— " (none) +{ + "conversations": [ + {"role": "user", "content": "Explain photosynthesis briefly."}, + {"role": "assistant", "content": "ζ— "} + ] +} +``` + +The model generates completions during training, which are scored by a **Reward Model** (e.g., InternLM2-1.8B-Reward). + +**Reward Model Setup**: + +```bash +# Download reward model to parent directory +cd ../ +git clone https://huggingface.co/internlm/internlm2-1_8b-reward + +# Directory structure should be: +# project/ +# β”œβ”€β”€ minimind/ +# └── internlm2-1_8b-reward/ +``` + +#### RLAIF vs DPO Comparison + +| Aspect | DPO | RLAIF (PPO/GRPO/SPO) | +|--------|-----|---------------------| +| Training Type | Off-policy | On-policy | +| Data Freshness | Static pairs | Dynamic (generated) | +| Reward Source | Implicit | Explicit model | +| Convergence | Fast | Slower | +| Memory Usage | Lower | Higher | +| Best For | Preference refinement | Capability improvement | + +### Stage 6: Reasoning Model Distillation + +**Purpose**: Distill DeepSeek-R1-style reasoning into MiniMind ```bash python train_distill_reason.py + +# Multi-GPU +torchrun --nproc_per_node 2 train_distill_reason.py ``` -Output weights: `./out/reason_*.pth` - -## πŸ“ˆ Model Architecture - -MiniMind uses Transformer Decoder-Only architecture (similar to Llama3): - -![structure](images/LLM-structure.png) - -### Model Parameter Configuration - -| Model Name | params | d_model | n_layers | kv_heads | q_heads | -|------------|--------|---------|----------|----------|---------| -| MiniMind2-Small | 26M | 512 | 8 | 2 | 8 | -| MiniMind2-MoE | 145M | 640 | 8 | 2 | 8 | -| MiniMind2 | 104M | 768 | 16 | 2 | 8 | - -## πŸ§ͺ Test Model - -```bash -# model_mode: 0=pretrain, 1=sft, 2=rlhf, 3=reason -python eval_model.py --model_mode 1 - -# Test LoRA model -python eval_model.py --lora_name 'lora_medical' --model_mode 2 +**Data Format** (`r1_mix_1024.jsonl`): +```json +{ + "conversations": [ + { + "role": "user", + "content": "Solve: 5 + 3 = ?" + }, + { + "role": "assistant", + "content": "\nI need to add 5 and 3.\n5 + 3 = 8\n\n\n5 + 3 = 8\n" + } + ] +} ``` +**Output**: `./out/reason_*.pth` + +**Training Features**: +- Enforces `` and `` tags +- Penalty loss for format violations +- Mixed data (reasoning + multi-turn + English) + ## πŸ”§ Multi-GPU Training -### DDP Method +### DDP (Distributed Data Parallel) + +Best for single-machine multi-GPU: ```bash torchrun --nproc_per_node N train_xxx.py +# N = number of GPUs ``` -### DeepSpeed Method +### DeepSpeed + +For advanced optimization: ```bash deepspeed --master_port 29500 --num_gpus=N train_xxx.py @@ -157,30 +421,259 @@ deepspeed --master_port 29500 --num_gpus=N train_xxx.py ### Wandb Monitoring +Track training progress: + ```bash # Login first wandb login -# Enable wandb +# Enable wandb logging torchrun --nproc_per_node N train_xxx.py --use_wandb + +# Or SwanLab (China-friendly alternative) +python train_xxx.py --use_wandb # Automatically uses SwanLab if available ``` -## πŸ’° Training Cost +## πŸ§ͺ Model Testing -Based on single NVIDIA 3090: +### Evaluate Pretrain Model -| Dataset Combination | Duration | Cost | Effect | -|-----------|------|------|------| -| pretrain_hq + sft_mini_512 | 2.1h | β‰ˆ$0.35 | 😊😊 Basic chat | -| Full dataset (MiniMind2-Small) | 38h | β‰ˆ$6.50 | 😊😊😊😊😊😊 Complete capabilities | -| Full dataset (MiniMind2) | 122h | β‰ˆ$20.80 | 😊😊😊😊😊😊😊😊 Best performance | +```bash +python eval_model.py --model_mode 0 +``` -!!! success "Quick Reproduction" - Using `pretrain_hq` + `sft_mini_512`, single 3090 only needs **2 hours + $0.5** to train a ChatBot! +### Evaluate Chat Model -## πŸ“ Common Issues +```bash +python eval_model.py --model_mode 1 +``` -- **Out of memory**: Reduce `batch_size` or use DeepSpeed -- **Training not converging**: Adjust learning rate or check data quality -- **Multi-GPU training error**: Ensure all GPUs are visible and CUDA versions are consistent +### Evaluate with LoRA + +```bash +python eval_model.py --lora_name 'lora_medical' --model_mode 1 +``` + +### Evaluate Reasoning Model + +```bash +python eval_model.py --model_mode 3 +``` + +### Evaluate RLAIF Models + +```bash +# PPO model +python eval_model.py --model_mode 4 + +# GRPO model +python eval_model.py --model_mode 4 +``` + +### RoPE Length Extrapolation + +Test with extended context: + +```bash +python eval_model.py --model_mode 1 --inference_rope_scaling True +``` + +## πŸ“ Model Architecture + +### MiniMind Structure + +**Decoder-Only Transformer** (similar to Llama3): + +``` +Input Tokens + ↓ +Token Embedding (6400 vocab) + ↓ +Rotary Embeddings (RoPE) [with YaRN for length extrapolation] + ↓ +[Transformer Blocks] Γ—N + β”œβ”€ Attention (Multi-Head) + β”œβ”€ RMSNorm + β”œβ”€ SwiGLU FFN [or MoE for MoE variant] + └─ Residual Connections + ↓ +RMSNorm + ↓ +LM Head (β†’ 6400 vocab logits) + ↓ +Output Probabilities +``` + +### Model Configurations + +| Config | MiniMind2-Small | MiniMind2 | MiniMind2-MoE | +|--------|-----------------|----------|---------------| +| Parameters | 26M | 104M | 145M | +| Hidden Dim | 512 | 768 | 640 | +| Layers | 8 | 16 | 8 | +| KV Heads | 2 | 2 | 2 | +| Q Heads | 8 | 8 | 8 | +| Vocab Size | 6,400 | 6,400 | 6,400 | +| Context Length | 2,048 | 2,048 | 2,048 | + +### Modify Architecture + +Edit `./model/LMConfig.py`: + +```python +class LMConfig: + hidden_size: int = 768 + num_layers: int = 16 + num_heads: int = 8 + num_kv_heads: int = 2 + # ... other configs +``` + +## πŸ” Training Tips & Best Practices + +### Data Quality > Quantity + +- High-quality pretraining data accelerates convergence +- `pretrain_hq.jsonl` is carefully curated for quality +- Consider data deduplication and cleaning + +### Learning Rate Scheduling + +```python +# Recommended schedules +- Linear warmup then decay +- Initial: 1e-4 to 5e-4 +- Warmup steps: 10% of total +- Final: 10% of initial LR +``` + +### Batch Size & Sequence Length + +```python +# Balance between GPU memory and convergence +- Pretraining: max_seq_len=512, batch_size=32 +- SFT: max_seq_len=512, batch_size=16 +- LoRA: max_seq_len=512, batch_size=16 +``` + +### Memory Optimization + +```bash +# Reduce batch size if OOM +python train_xxx.py --batch_size 8 + +# Or use gradient accumulation +python train_xxx.py --gradient_accumulation_steps 4 +``` + +### Checkpoint Management + +- Saves every 100 steps by default +- Each new save overwrites the old one +- Automatic backup before training + +## 🚨 Common Issues & Solutions + +### Issue: CUDA Out of Memory + +```bash +# Solution 1: Reduce batch size +python train_xxx.py --batch_size 4 + +# Solution 2: Use gradient accumulation +python train_xxx.py --batch_size 16 --gradient_accumulation_steps 2 + +# Solution 3: Use smaller model +# Edit trainer script to use MiniMind2-Small instead +``` + +### Issue: Training Not Converging + +```python +# Possible causes: +1. Learning rate too high/low +2. Data quality issues +3. Model capacity mismatch + +# Solutions: +- Reduce learning rate: --learning_rate 1e-5 +- Check data format and quality +- Try smaller model first +``` + +### Issue: Multi-GPU Sync Errors + +```bash +# Ensure: +1. All GPUs visible: nvidia-smi +2. Same CUDA version across all GPUs +3. Network connectivity for distributed training + +# Debug: +torchrun --nproc_per_node 2 train_xxx.py --debug +``` + +### Issue: Different Results Than Expected + +```python +# Check: +1. Random seed set (reproducibility) +2. Correct model checkpoint loaded +3. Correct dataset being used +4. Same hyperparameters as reference +``` + +## πŸ“ˆ Training Progression + +Typical training curves: + +``` +Pretraining Loss: β†˜β†˜β†˜ (steep decline, then plateau) +SFT Loss: β†˜ (steady decline) +PPO Reward: β†— (rising, may plateau) +GRPO Reward: β†—β†— (faster rise, more stable) +``` + +## πŸŽ“ Advanced Topics + +### Custom Datasets + +Create your own dataset: + +```python +# Format: JSONL with conversations list +# Each line is one training example +# Ensure consistent quality and format +``` + +### Model Quantization (Post-training) + +```bash +# 4-bit quantization for inference +# Use tools like: +# - llama.cpp (gguf format) +# - bitsandbytes (dynamic quantization) +# - AutoGPTQ (static quantization) +``` + +### Model Merging + +```python +# Merge base model + LoRA weights +# Use tools like: peft, llama.cpp +``` + +## πŸ“š References + +- [Scaling Laws](https://arxiv.org/pdf/2001.08361.pdf) +- [RoPE Position Embeddings](https://arxiv.org/abs/2104.09864) +- [YaRN Length Extrapolation](https://arxiv.org/abs/2309.00071) +- [PPO Algorithm](https://arxiv.org/abs/1707.06347) +- [GRPO (DeepSeek)](https://arxiv.org/pdf/2402.03300) +- [SPO Algorithm](https://arxiv.org/abs/2509.13232) +- [DPO](https://arxiv.org/abs/2305.18290) + +--- + +**Next**: Deploy your trained model or explore [advanced inference options](quickstart.md#third-party-inference-frameworks)

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