CodeGemma vs. LongLLaMA 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 This repository contains the research preview of LongLLaMA, a large language model capable of handling long contexts of 256k tokens or even more. LongLLaMA is built upon the foundation of OpenLLaMA and fine-tuned using the Focused Transformer (FoT) method. LongLLaMA code is built upon the foundation of Code Llama. We release a smaller 3B base variant (not instruction tuned) of the LongLLaMA model on a permissive license (Apache 2.0) and inference code supporting longer contexts on hugging face. Our model weights can serve as the drop-in replacement of LLaMA in existing implementations (for short context up to 2048 tokens). Additionally, we provide evaluation results and comparisons against the original OpenLLaMA models.
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 Not Supported Mac Not Supported Linux Not 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 Users interested in a powerful Large Language Model solution
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 Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version 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 LongLLaMA github.com/CStanKonrad/long_llama
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Code Llama Meta	Olmo 3 Ai2
Gemma 2 Google View All	Inkling Thinking Machines Lab View All
Categories AI Coding Assistants Supported AI Coding Models Supported AI Models Supported Large Language Models Supported Small Language Models Supported	Categories AI Coding Models Supported AI Models Supported Large Language Models Supported

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