Gopher vs GLM-130B
In the battle of Gopher vs GLM-130B, which AI Large Language Model (LLM) tool comes out on top? We compare reviews, pricing, alternatives, upvotes, features, and more.
Between Gopher and GLM-130B, which one is superior?
Upon comparing Gopher with GLM-130B, which are both AI-powered large language model (llm) tools, GLM-130B stands out as the clear frontrunner in terms of upvotes. The number of upvotes for GLM-130B stands at 7, and for Gopher it's 6.
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Gopher
What is Gopher?
Discover the cutting-edge advancements in artificial intelligence with DeepMind's exploration of language processing capabilities in AI. At the heart of this exploration is Gopher, a 280-billion-parameter language model designed to understand and generate human-like text. Language serves as the core of human intelligence, enabling us to express thoughts, create memories, and foster understanding.
Realizing its importance, DeepMind's interdisciplinary teams have endeavored to drive the development of language models like Gopher, balancing innovation with ethical considerations and safety. Learn how these language models are advancing AI research by enhancing performance in tasks ranging from reading comprehension to fact-checking while identifying limitations such as logical reasoning challenges. Attention is also given to the potential ethical and social risks associated with large language models, including the propagation of biases and misinformation, and the steps being taken to mitigate these risks.
GLM-130B
What is GLM-130B?
GLM-130B, showcased at ICLR 2023, represents a groundbreaking open bilingual pre-trained model that stands out with its impressive 130 billion parameters. Developed for bidirectional dense modeling in both English and Chinese, the GLM-130B leverages the General Language Model (GLM) algorithm for pre-training and is optimized to run inference tasks on a single server setup whether it be the A100 (40G * 8) or the V100 (32G * 8). Furthermore, its compatibility with INT4 quantization means that the already modest hardware requirements can be reduced even further, allowing a server with 4 * RTX 3090 (24G) to support the model with minimal performance degradation.
As part of its training process, the GLM-130B has digested an extensive dataset consisting of over 400 billion text tokens, equally divided between Chinese and English. It boasts exceptional bilingual support, superior performance across various datasets when compared to its counterparts, and offers fast inference times. Additionally, this repository also promotes reproducibility by facilitating open-source code and model checkpoints for over 30 tasks.
Gopher Upvotes
GLM-130B Upvotes
Gopher Top Features
Advanced Language Modeling: Gopher represents a significant leap in large-scale language models with a focus on understanding and generating human-like text.
Ethical and Social Considerations: A proactive approach to identifying and managing risks associated with AI language processing.
Performance Evaluation: Gopher demonstrates remarkable progress across numerous tasks, advancing closer to human expert performance.
Interdisciplinary Research: Collaboration among experts from various backgrounds to tackle challenges inherent in language model training.
Innovative Research Papers: Release of three papers encompassing the Gopher model study, ethical and social risks, and a new architecture for improved efficiency.
GLM-130B Top Features
Bilingual Support: GLM-130B caters to both English and Chinese language models.
High Performance: Comprehensive benchmarks show GLM-130B outperforming rival models across diverse datasets.
Fast Inference: Utilizes SAT and FasterTransformer for rapid inference on a single A100 server.
Reproducibility: Consistent results across more than 30 tasks, thanks to open-source code and model checkpoints.
Cross-Platform Compatibility: Accommodates a range of platforms including NVIDIA, Hygon DCU, Ascend 910, and Sunway.
Gopher Category
- Large Language Model (LLM)
GLM-130B Category
- Large Language Model (LLM)
Gopher Pricing Type
- Freemium
GLM-130B Pricing Type
- Free