Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
TranslateGemma is an innovative collection of open machine translation models created by Google, based on the Gemma 3 architecture, which facilitates communication between individuals and systems in 55 languages by providing high-quality AI translations while ensuring efficiency and wide deployment options. Offered in sizes of 4 B, 12 B, and 27 B parameters, TranslateGemma encapsulates sophisticated multilingual functionalities into streamlined models that are capable of functioning on mobile devices, consumer laptops, local systems, or cloud infrastructure, all without compromising on precision or performance; assessments indicate that the 12 B variant can exceed the capabilities of larger baseline models while requiring less computational power. The development of these models involved a distinct two-phase fine-tuning approach that integrates high-quality human and synthetic translation data, using reinforcement learning to enhance translation accuracy across a variety of language families. This innovative methodology ensures that users benefit from an array of languages while experiencing swift and reliable translations.
Description
Distil Labs enhances AI performance by substituting costly calls to advanced models with tailored small language models designed for specific tasks while ensuring the quality standards are upheld. By monitoring real production traffic and gathering traces from current LLM requests, it constructs an evaluation set to gain insights into actual workload behavior. Following this, the company creates and verifies synthetic training data, aligns the data distribution with the intended workload, and engages in supervised fine-tuning alongside reinforcement learning. The model is then quantized, and an optimized endpoint is established. The outcomes are systematically assessed against the existing model concerning accuracy, latency, and efficiency, providing teams with data to determine when to increase traffic. Ultimately, the OpenAI-compatible endpoint features a specialized small language model, prompt optimization, effective caching, and refined serving tailored for the specific application, ensuring maximum performance. This comprehensive approach allows organizations to maximize the potential of their AI implementations.
API Access
Has API
No
API Access
Has API
Yes
Integrations
GPT-5.4 nano
No
Gemini 2.0 Flash-Lite
No
Gemini Enterprise Agent Platform
Yes
Gemma
Yes
Hugging Face
Yes
Kaggle
Yes
Integrations
GPT-5.4 nano
Yes
Gemini 2.0 Flash-Lite
Yes
Gemini Enterprise Agent Platform
No
Gemma
No
Hugging Face
No
Kaggle
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$0.04 per 1M tokens
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Founded
1998
Country
United States
Website
blog.google/innovation-and-ai/technology/developers-tools/translategemma/
Vendor Details
Company Name
distil labs
Founded
2024
Country
Germany
Website
www.distillabs.ai/