🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

Cohere presents Treasure Hunt Real-time Targeting of the Long Tail using Training-Time Markers

Since launching in July 2023, the Cohere Labs Research Grant Program has supported cutting-edge research in ML, NLP, and LLM applications for public good. Grants have been awarded for projects in multilingual NLP, language model safety, prosocial AI, and values alignment.

Can we train models for better inference-time control instead of over-complex prompt engineering❓ Turns out the key is in the data — adding fine-grained markers boosts performance and enables flexible control at inference🎁 Huge congrats to Daniel D'souza  for this great work

🤹 How do we move away from complicated and brittle prompt engineering at inference for under-represented tasks?🤔 🧠 Our latest work finds that optimizing training protocols improves controllability and boosts performance on underrepresented use cases at inference time 📈

Cohere models just leveled up in Azure AI Foundry! You can now deploy Command A, Embed 4, and Rerank 3.5 models on managed compute, bringing scalable performance and more to your GenAI apps. Get started here: msft.it/6011SQO2S

How can AI capture the nuances of different languages?💬🗨️ By using a team of specialized teacher models via Multilingual Arbitration we've achieved up to 19.5% improvement in win rates across languages. Find us at ACL to discuss how we can further break down language barriers.

Proud to have contributed to the UN Development's latest discussion paper "Scaling Language Data Ecosystems to Drive Industrial Development Growth". This highlights the importance of linguistic inclusion in AI, emphasizing that >3B people are excluded from AI benefits due to inequities.

The Multilingual Team at cohere is hiring! If this sounds like you, please apply: - strong coding skills and a keen eye for detail - experience working with the challenges & joys of multilingual data Help us bring AI to the world! 🌏🌍🌎 jobs.ashbyhq.com/cohere/a87be94…

In just 3 years, we’ve published 95 papers through Cohere Labs — with contributions and collaboration from over 60 institutions. These papers span topics from core ML research topics and reflect what’s possible when researchers come together to explore the unknown, together.

🚨New Recipe just dropped! 🚨 "LLMonade 🍋" ➡️ squeeze max performance from your multilingual LLMs at inference time !👀🔥 🧑‍🍳Ammar Khairi shows you how to 1⃣ Harvest your Lemons 🍋🍋🍋🍋🍋 2⃣ Pick the Best One 🍋

Can we improve the performance of LLMs during inference without the need for extensive sampling OR special reward models? 🤔 Our latest work introduces a new inference time scaling recipe that is sample-efficient, multilingual, and suitable for multi-task requirements. 🍋

When Life Gives You Samples The Benefits of Scaling up Inference Compute for Multilingual LLMs

Kind of wild. Aya has had 2.8 million model weight downloads on Hugging Face alone since June of last year. 🌿🌍 The most popular model is our 8b Aya Expanse — part of our push for efficiency to make the weights more accessible.

Sometimes it is important to take a moment and celebrate -- we achieved all of this in 3 years. Pretty incredible impact from Cohere Labs 🔥

We have an incredible roster of accepted papers at ACL 2025 2025. I will be there, as will many of our senior and engineering staff Marzieh Fadaee Beyza Ermiş Daniel D'souza  Shivalika Singh 🔥 Looking forward to catching up with everyone.

Announcing our Catalyst Grants Program 🚀—providing free access to Cohere models to empower innovators tackling global challenges. Areas of focus include education, healthcare, climate, among others, for communities worldwide.

I’m very excited to be co-organizing this NeurIPS Conference workshop on LLM evaluations! Evaluating LLMs is a complex and evolving challenge. With this workshop, we hope to bring together diverse perspectives to make real progress. See the details below:

Next week, ACL 2025 kicks off in Vienna, Austria! 🇦🇹 We’ll be showcasing some of our latest research, presenting at poster sessions and connecting with our community. Check out the papers from Cohere Labs and @Cohere that will be featured throughout the conference.

I'll be headed to ACL 2025 in Vienna next week! Come check out these amazing works from Cohere Labs cohere colleagues!