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What is Tülu 3?

Tülu 3 represents a state-of-the-art language model designed by the Allen Institute for AI (Ai2) with the objective of enhancing expertise in various domains such as knowledge, reasoning, mathematics, coding, and safety. Built on the foundation of the Llama 3 Base, it undergoes an intricate four-phase post-training process: meticulous prompt curation and synthesis, supervised fine-tuning across a diverse range of prompts and outputs, preference tuning with both off-policy and on-policy data, and a distinctive reinforcement learning approach that bolsters specific skills through quantifiable rewards. This open-source model is distinguished by its commitment to transparency, providing comprehensive access to its training data, coding resources, and evaluation metrics, thus helping to reduce the performance gap typically seen between open-source and proprietary fine-tuning methodologies. Performance evaluations indicate that Tülu 3 excels beyond similarly sized models, such as Llama 3.1-Instruct and Qwen2.5-Instruct, across multiple benchmarks, emphasizing its superior effectiveness. The ongoing evolution of Tülu 3 not only underscores a dedication to enhancing AI capabilities but also fosters an inclusive and transparent technological landscape. As such, it paves the way for future advancements in artificial intelligence that prioritize collaboration and accessibility for all users.

What is Aya Expanse?

Aya Expanse is transforming the realm of multilingual AI by acting as a research model proficient in 101 languages, leveraging advanced instruction tuning and cross-lingual transfer techniques. Its innovative methodology combines a meticulously curated open source dataset with streamlined pretraining procedures, thereby achieving outstanding performance for languages with varying resource levels. This groundbreaking development not only boosts effectiveness but also reduces infrastructure costs by as much as 30%, setting a new benchmark for scalable and inclusive language modeling within the sector. Consequently, Aya Expanse is ready to play a pivotal role in shaping the future landscape of AI language processing, potentially revolutionizing how technology interacts with diverse linguistic communities.

Media

Media

Integrations Supported

Baseten
BuildThatIdea
C
C#
C++
CSS
Clojure
Elixir
F#
HTML
Java
JavaScript
Julia
Kotlin
Python
Ruby
Rust
SQL
TypeScript
Visual Basic

Integrations Supported

API Availability

API Availability

Pricing Information

Free
Open source
Free Version

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

Ai2

Date Founded

2014

Company Location

United States

Company Website

allenai.org/tulu

Company Facts

Organization Name

Cohere

Date Founded

2019

Company Location

Canada

Company Website

cohere.com/research/aya

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Categories and Features

AI Models

Not specified

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