Gemma-2-27b

A lightweight, advanced open-weights text generation model

CommonProductProgrammingText GenerationNatural Language Processing

Gemma-2-27b is a series of lightweight, advanced open-weights text generation models developed by Google. Built upon the same research and technology as the Gemini model, these models are specifically designed for text generation tasks such as question answering, summarization, and reasoning. Their relatively small size enables deployment even in resource-limited environments like laptops, desktops, or personal cloud infrastructure, making advanced AI models more accessible and fostering innovation.

Supports various text generation tasks including question answering
summarization
and reasoning.
Offers open-weights pre-trained and instruction-tuned variants.
Can be deployed in resource-constrained environments such as laptops or personal cloud infrastructure.
Trained using the latest Tensor Processing Unit (TPU) hardware
providing high-performance computational capabilities.
Trained with JAX and ML Pathways
simplifying the development workflow.
Undergoes ethical and safety evaluations to ensure content safety.

Aimed at developers
researchers
and enterprises who need to quickly deploy high-performance AI models in various environments. Whether on resource-constrained personal devices or in cloud infrastructure
Gemma 2 delivers powerful text generation capabilities
empowering innovation and research.

Use Gemma-2-27b to generate a poem about machine learning.
Leverage Gemma-2-27b to provide intelligent conversational support for a customer service chatbot.
Use Gemma-2-27b to generate summaries for research papers
enhancing research efficiency.

Install necessary libraries
such as transformers and accelerate.
Load the model using AutoTokenizer and AutoModelForCausalLM.
Set the input text and convert it into model-understandable input IDs.
Call the model's generate method to produce text output.

Visit

Gemma-2-27b Visit Over Time

Monthly Visits

19075321

Bounce Rate

45.07%

Page per Visit

5.5

Visit Duration

00:05:32

Gemma-2-27b Visit Trend

Gemma-2-27b Visit Geography

Gemma-2-27b Traffic Sources

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Gemma-2-27b

Gemma-2-27b Visit Over Time

Gemma-2-27b Visit Trend

Gemma-2-27b Visit Geography

Gemma-2-27b Traffic Sources

Gemma-2-27b Alternatives

aya-101 — Multilingual generative language model

falcon-mamba-7b — A high-performance causal language model with 7 billion parameters.

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kan-gpt — A pre-trained generative transformer (GPT) language model implemented using Kolmogorov-Arnold networks (KANs).

phi3-Chinese — Committed to collecting and organizing the various training variants of the phi3 model from the open source community, as well as providing tutorials for training, inference, and deployment.

Qwen2.5-Coder-0.5B — The 0.5B parameter code generation model in the Qwen2.5-Coder series.

OuteTTS — An experimental text-to-speech model.

Chat.com — An interactive dialogue AI model offering Q&A and text generation services

Aquila-VL-2B-llava-qwen — A visual-language model that intelligently processes both image and text information.

O1-Journey — O1 Journey: Strategic Progress Report Part One

xAI API — API for Grok series foundational models available for developers.

Aya Expanse — Developed by CohereForAI in the Hugging Face Space.

Aya Expanse 32B — A multilingual large language model supporting 23 languages

NotebookLlama — An open-source tool for building workflows from PDF to Podcast.

IBM Granite 3.0 Models — IBM Granite 3.0 Models, high-performance AI language models

Playnode — A visual AI workflow construction platform

Meta-spirit-lm — An advanced model for natural language processing.

Prompt Engineering — A comprehensive resource library for Prompt Engineering techniques.

awesome-LLM-resources — A comprehensive collection of global large language model resources.

Zamba2-7B — High-performance small language model

LightRAG — A simple and fast retrieval-augmented generation model

Piao Computing Cloud Large Model API — Rapid AIGC Application Construction Platform

SLM_Survey — Research, Measurement, and Insights on Small Language Models

ColPali — Efficient document retrieval tool based on visual language models

Cheating LLM Benchmarks — A research project that explores cheating behaviors in automated language model benchmarking.