xxcheng0708 / pytorch-model-train-templateLinks
pytorch单精度、半精度、混合精度、单卡、多卡(DP / DDP)、FSDP、DeepSpeed模型训练代码,并对比不同方法的训练速度以及GPU内存的使用
☆112Updated last year
Alternatives and similar repositories for pytorch-model-train-template
Users that are interested in pytorch-model-train-template are comparing it to the libraries listed below
Sorting:
- DeepSpeed教程 & 示例注释 & 学习笔记 (大模型高效训练)☆169Updated last year
- ☆42Updated 5 months ago
- 一款便捷的抢占显卡脚本☆339Updated 5 months ago
- 多模态 MM +Chat 合集☆270Updated last month
- DeepSpeed Tutorial☆98Updated 11 months ago
- 主要记录大语言大模型(LLMs) 算法(应用)工程师多模态相关知识☆211Updated last year
- 本项目提供了基于910B的huggingface LLM模型的Tensor Parallel(TP)部署教程,同时也可以作为一份极简的TP学习代码。☆26Updated 9 months ago
- ☆67Updated 2 years ago
- Yet another PyTorch Trainer and some core components for deep learning.☆218Updated last year
- Open-Qwen2VL: Compute-Efficient Pre-Training of Fully-Open Multimodal LLMs on Academic Resources☆231Updated last month
- 这是一个DiT-pytorch的代码,主要用于学习DiT结构。☆78Updated last year
- 和李沐一起读论文☆202Updated last month
- Collect the awesome works evolved around reasoning models like O1/R1 in visual domain☆34Updated last week
- Pytorch Lightning入门中文教程,转载请注明来源。(当初是写着玩的,建议看完MNIST这个例子再上手)☆220Updated 4 years ago
- The pure and clear PyTorch Distributed Training Framework.☆276Updated last year
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆493Updated this week
- Simple tutorials on Pytorch DDP training☆281Updated 2 years ago
- [NeurIPS 24] MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks☆128Updated 7 months ago
- ☆202Updated 8 months ago
- Keras implement of Finite Scalar Quantization☆76Updated last year
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey☆446Updated 5 months ago
- Build a daily academic subscription pipeline! Get daily Arxiv papers and corresponding chatGPT summaries with pre-defined keywords. It is…☆39Updated 2 years ago
- My implementation of "Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution"☆242Updated 3 months ago
- [CVPR'24] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities☆99Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆147Updated 2 weeks ago
- Cool Papers - Immersive Paper Discovery☆572Updated last month
- ☆437Updated last week
- ☆195Updated last year
- Efficient Multimodal Large Language Models: A Survey☆361Updated 2 months ago
- ☆108Updated last year