ChatGLM vs. Ludwig Comparison


ChatGLM Z.ai	Ludwig Uber AI	+	+
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About ChatGLM-6B is an open-source, Chinese-English bilingual dialogue language model based on the General Language Model (GLM) architecture with 6.2 billion parameters. Combined with model quantization technology, users can deploy locally on consumer-grade graphics cards (only 6GB of video memory is required at the INT4 quantization level). ChatGLM-6B uses technology similar to ChatGPT, optimized for Chinese Q&A and dialogue. After about 1T identifiers of Chinese and English bilingual training, supplemented by supervision and fine-tuning, feedback self-help, human feedback reinforcement learning and other technologies, ChatGLM-6B with 6.2 billion parameters has been able to generate answers that are quite in line with human preferences.	About Ludwig is a low-code framework for building custom AI models like LLMs and other deep neural networks. Build custom models with ease: a declarative YAML configuration file is all you need to train a state-of-the-art LLM on your data. Support for multi-task and multi-modality learning. Comprehensive config validation detects invalid parameter combinations and prevents runtime failures. Optimized for scale and efficiency: automatic batch size selection, distributed training (DDP, DeepSpeed), parameter efficient fine-tuning (PEFT), 4-bit quantization (QLoRA), and larger-than-memory datasets. Expert level control: retain full control of your models down to the activation functions. Support for hyperparameter optimization, explainability, and rich metric visualizations. Modular and extensible: experiment with different model architectures, tasks, features, and modalities with just a few parameter changes in the config. Think building blocks for deep learning.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in a powerful Chinese-English large language model	Audience Developers interested in a low-code framework to build custom AI models like LLMs and other deep neural networks
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Open source Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Z.ai Founded: 2019 China chatglm.cn/	Company Information Uber AI Founded: 2016 United States ludwig.ai/latest/
Alternatives Baichuan-13B Baichuan Intelligent Technology	Alternatives DeepSpeed Microsoft
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Reka Flash 3 Reka	Axolotl
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Categories AI Models Supported Large Language Models Supported	Categories Machine Learning Supported

Integrations APIPark Supported Aim Not Supported Alpaca Not Supported Comet Not Supported Discord Not Supported Docker Not Supported Hugging Face Not Supported Kubernetes Not Supported LLaMA-Factory Supported Llama 2 Not Supported MLflow Not Supported Python Not Supported RAY Not Supported TensorBoard Not Supported Triton Not Supported Weights & Biases Not Supported Show More Integrations View All 2 Integrations	Integrations APIPark Not Supported Aim Supported Alpaca Supported Comet Supported Discord Supported Docker Supported Hugging Face Supported Kubernetes Supported LLaMA-Factory Not Supported Llama 2 Supported MLflow Supported Python Supported RAY Supported TensorBoard Supported Triton Supported Weights & Biases Supported Show More Integrations View All 14 Integrations
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