Gemma 2 9B
Open language model from Google with 9.2 billion parameters, optimized for conversational interactions.
Overview
Gemma 2 9B
Description of the Gemma 2 9B Neural Network
Gemma 2 9B is an open language model from Google designed to execute instructions in a dialogue mode. The IT (Instruction-Tuned) version is a fine-tuned base model optimized for user interaction in a chat format.
The model was trained on 8 trillion tokens, including web data, programming code, and mathematical content. Modern techniques were used in creating Gemma 2 9B: sliding window attention, logit capping, and knowledge distillation. For final tuning for dialogue tasks, supervised fine-tuning, reinforcement learning from human feedback (RLHF), and model merging were used.
Training Approach
The base dataset of 8 trillion tokens allowed the model to absorb a wide range of linguistic and subject-matter patterns. The combination of supervised fine-tuning and RLHF ensures responses are consistent with user expectations in a dialogue format.
Technical Architecture Features
Sliding window attention allows the model to efficiently process long sequences, while knowledge distillation enables the compact version with 9.2 billion parameters to inherit the quality of larger teacher models. Logit capping further stabilizes the generation process.
Gemma 2 9B Specifications
| Characteristic | Value |
|---|---|
| Parameters | 9.2 billion (9.2B) |
| Training tokens | 8.0 trillion (8.0T) |
| Release date | June |
Frequently asked questions
See also
Autonomous cloud-based AI agent that independently plans and executes complex multi-step tasks based on a textual description of the goal.
Multimodal neural network from Google that processes text, images, code, and audio in a conversational format.
An open-source desktop AI agent that stores conversation history in a local knowledge base and automatically pulls relevant context into new discussions.
A set of built-in AI features in the Figma editor for automating routine designer tasks.
A service that translates legal documents from professional legal language into plain, easy-to-understand text.
Free open-source browser extension that summarizes and translates content from web pages, YouTube, PDFs, and emails using AI.
A platform for managing projects and tasks with built-in AI agents and visualization of work in various formats.
AI tool for rapid data visualization via OpenAI API, transforming heterogeneous datasets into detailed graphical representations.