StarCoder vs Gopher
In the contest of StarCoder vs Gopher, which AI Large Language Model (LLM) tool is the champion? We evaluate pricing, alternatives, upvotes, features, reviews, and more.
If you had to choose between StarCoder and Gopher, which one would you go for?
When we examine StarCoder and Gopher, both of which are AI-enabled large language model (llm) tools, what unique characteristics do we discover? Interestingly, both tools have managed to secure the same number of upvotes. You can help us determine the winner by casting your vote and tipping the scales in favor of one of the tools.
Don't agree with the result? Cast your vote and be a part of the decision-making process!
StarCoder
What is StarCoder?
StarCoder is an innovative Large Language Model for Code (Code LLM) presented by Hugging Face, designed to revolutionize the way we work with programming languages. Trained on an extensive range of permissively licensed data gathered from GitHub, StarCoder understands and processes over 80 programming languages, Git commits, GitHub issues, and Jupyter notebooks. With its ~15B parameter model, StarsCoder is fine-tuned using 35B Python tokens, delivering unparalleled code completion, modification, and explanation capabilities. The model notably demonstrates superior performance in benchmarks against other open-source and proprietary Code LLMs like OpenAI's CodeX. StarCoder's advanced features include an extensive context length, the ability to function as a sophisticated technical assistant, and the promise of safe use through measures like PII redaction and novel attribution tracing. Additionally, StarCoder is being made accessible under the OpenRAIL license, encouraging widespread integration and adaptation to suit a variety of company products and community projects.
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.
StarCoder Upvotes
Gopher Upvotes
StarCoder Top Features
Multilingual Support: Capable of understanding and processing over 80 programming languages.
Advanced Code Completion: Offers high performance in benchmarks, outpacing other large models like PaLM and LaMDA.
Extensive Context Length: Can handle over 8,000 tokens, allowing for complex input and diverse applications.
Technical Assistant Capabilities: With prompt-based interaction, the model can act as a technical assistant to respond to programming related queries.
Safe and Open Accessible: Introduced with safety measures like PII redaction and an improved OpenRAIL license for ease of integration.
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.
StarCoder Category
- Large Language Model (LLM)
Gopher Category
- Large Language Model (LLM)
StarCoder Pricing Type
- Freemium
Gopher Pricing Type
- Freemium