CodeGemma vs. Megatron-Turing Comparison


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About CodeGemma is a collection of powerful, lightweight models that can perform a variety of coding tasks like fill-in-the-middle code completion, code generation, natural language understanding, mathematical reasoning, and instruction following. CodeGemma has 3 model variants, a 7B pre-trained variant that specializes in code completion and generation from code prefixes and/or suffixes, a 7B instruction-tuned variant for natural language-to-code chat and instruction following; and a state-of-the-art 2B pre-trained variant that provides up to 2x faster code completion. Complete lines, and functions, and even generate entire blocks of code, whether you're working locally or using Google Cloud resources. Trained on 500 billion tokens of primarily English language data from web documents, mathematics, and code, CodeGemma models generate code that's not only more syntactically correct but also semantically meaningful, reducing errors and debugging time.	About Megatron-Turing Natural Language Generation model (MT-NLG), is the largest and the most powerful monolithic transformer English language model with 530 billion parameters. This 105-layer, transformer-based MT-NLG improves upon the prior state-of-the-art models in zero-, one-, and few-shot settings. It demonstrates unmatched accuracy in a broad set of natural language tasks such as, Completion prediction, Reading comprehension, Commonsense reasoning, Natural language inferences, Word sense disambiguation, etc. With the intent of accelerating research on the largest English language model till date and enabling customers to experiment, employ and apply such a large language model on downstream language tasks - NVIDIA is pleased to announce an Early Access program for its managed API service to MT-NLG mode.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	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
Audience Individuals wanting a solution to generate code and optimize their coding tasks	Audience Developers interested in a powerful English large language model
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing No information available. Free Version Not 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 Google United States ai.google.dev/gemma/docs/codegemma	Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/megatron-turing-natural-language-generation
Alternatives Codestral Mamba Mistral AI	Alternatives Cerebras-GPT Cerebras
Granite Code IBM	DeepSpeed Microsoft
MedGemma Google DeepMind	Chinchilla Google DeepMind
Code Llama Meta	NVIDIA NeMo NVIDIA
Gemma 2 Google View All	Yi-Large 01.AI View All
Categories AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Large Language Models Supported Small Language Models Supported	Categories AI Models Supported Large Language Models Supported

Integrations C Supported C# Supported C++ Supported Clojure Supported Elixir Supported F# Supported GaiaNet Supported Google Cloud Platform Supported HTML Supported Java Supported JavaScript Supported Julia Supported Kaggle Supported Kotlin Supported Python Supported R Supported Rust Supported SQL Supported Scala Supported TypeScript Supported Show More Integrations View All 23 Integrations	Integrations C Not Supported C# Not Supported C++ Not Supported Clojure Not Supported Elixir Not Supported F# Not Supported GaiaNet Not Supported Google Cloud Platform Not Supported HTML Not Supported Java Not Supported JavaScript Not Supported Julia Not Supported Kaggle Not Supported Kotlin Not Supported Python Not Supported R Not Supported Rust Not Supported SQL Not Supported Scala Not Supported TypeScript Not Supported Show More Integrations
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