Professor of Computer Science, Michael Wooldridge, was appointed specialist adviser to the House of Lords Communications and Digital committee for their inquiry into Large Language Models and generative AI
Official technical announcement and publication from Hugging Face covering From OpenAI to Open LLMs with Messages API on Hugging Face.
Official Groq (LPUs) technical update and publication covering Groq LPU Tops Latency & Throughput in Benchmark.
The Department of Computer Science is to share in a major £80 million investment to develop next-generation artificial intelligence (AI) technologies
On Safer Internet Day, doctoral student Jesse Wright discusses the need to shift the balance of power on the Web and the research that is driving a more ethical, transparent, and user-centric online world
Official LMSYS Chatbot Arena release and benchmark update covering Fast JSON Decoding for Local LLMs with Compressed Finite State Machine.
Official technical announcement and publication from Hugging Face covering SegMoE: Segmind Mixture of Diffusion Experts.
By Michael Barclay “I’m always fascinated by how technologies can improve our lives,” says Vector Faculty Member Xi He. It’s been the focus of her studies since she was a […] The post How Vector Researcher Xi He uses differential privacy to help keep data private appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering NPHardEval Leaderboard: Unveiling the Reasoning Abilities of Large Language Models through Complexity Classes and Dynamic Updates.
Official technical announcement and publication from Hugging Face covering Patch Time Series Transformer in Hugging Face.
Official technical announcement and publication from Hugging Face covering Hugging Face Text Generation Inference available for AWS Inferentia2.
Official technical announcement and publication from Hugging Face covering Constitutional AI with Open LLMs.
We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation involving both biology experts and students, we found that GPT-4 provides at most a mild uplift in biological threat creation accuracy. While this uplift is not large enough to be conclusive, our finding is a starting point for continued researc
Official technical announcement and publication from Hugging Face covering Introducing the Enterprise Scenarios Leaderboard: a Leaderboard for Real World Use Cases.
Official technical announcement and publication from Hugging Face covering Accelerate StarCoder with 🤗 Optimum Intel on Xeon: Q8/Q4 and Speculative Decoding.
Official technical announcement and publication from Hugging Face covering The Hallucinations Leaderboard, an Open Effort to Measure Hallucinations in Large Language Models.
Official technical announcement and publication from Hugging Face covering An Introduction to AI Secure LLM Safety Leaderboard.
Official technical announcement and publication from OpenAI covering New embedding models and API updates.
Official technical announcement and publication from Hugging Face covering Hugging Face and Google partner for open AI collaboration.
Official Index Ventures technical update and publication covering Read more Opens in a new window..
A global conversation is underway about using AI to address climate change challenges, bolstered by a new initiative from the UN Framework Convention on Climate Change (UNFCCC). Yet, there is […] The post Harnessing AI For Sustainability appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Open-source LLMs as LangChain Agents.
By Asic Q. Chen, Ruian Shi, Xiang Gao, Ricardo Baptista, Rahul G. Krishnan In this blog post we introduce StrNN, an efficient way to inject previously assumed variable structure into […] The post Vector Research Blog: Structured Neural Networks for Density Estimation and Causal Inference appeared first on Vector Institute for Artificial Intelligence .
Department of Computer Science Professor of Cybersecurity, Sadie Creese, joined a panel of experts at the World Economic Forum (WEF) in Davos to discuss cybersecurity in the face of prevailing global geopolitical and economic turbulence
By Elham Dolatabadi, Maia Norman, Farnaz Kohankhaki, Rahul G. Krishnan, Deval Pandya, George-Kirollos Saad, Wen Xu, and Joanna Yu Access the Causal Inference Laboratory GitHub repository here. There is a […] The post Vector Research Blog: Causal Effect Estimation Using Machine Learning appeared first on Vector Institute for Artificial Intelligence .
Most powerful 7B large language model. Supports English and code with 8K context. Matches GPT-4 performance on some benchmarks. Built on top of Mistral 7B, enhanced with additional pre-training and fine-tuning for strong problem-solving capabilities.
Most powerful 7B large language model. Supports English and code with 8K context. Matches GPT-4 performance on some benchmarks. Built on top of Mistral 7B, enhanced with additional pre-training and fine-tuning for strong problem-solving capabilities.
Official technical announcement and publication from Hugging Face covering PatchTSMixer in HuggingFace.
Official technical announcement and publication from Hugging Face covering Fine-Tune W2V2-Bert for low-resource ASR with 🤗 Transformers.
By Kevin Temple The rise of generative AI is a game-changer in the tech world, sparking fast-paced innovation while creating new challenges for regulators. Canadian companies are figuring out how […] The post Vector Institute hosts first-of-its-kind Generative AI Leadership Summit appeared first on Vector Institute for Artificial Intelligence .
Professional Master's Programme Project Supervisor, Dr Petar Radanliev, has co-written a book on the ever more important topic of artificial intelligence, cybersecurity, privacy, and ethics 'Beyond the Algorithm: AI, Security, Privacy, and Ethics' is due to be published by Pearson on 24 January
Official technical announcement and publication from Hugging Face covering Preference Tuning LLMs with Direct Preference Optimization Methods.
Official LMSYS Chatbot Arena release and benchmark update covering Fast and Expressive LLM Inference with RadixAttention and SGLang.
We funded 10 teams from around the world to design ideas and tools to collectively govern AI. We summarize the innovations, outline our learnings, and call for researchers and engineers to join us as we continue this work.
We’re working to prevent abuse, provide transparency on AI-generated content, and improve access to accurate voting information.
Official technical announcement and publication from Hugging Face covering Accelerating SD Turbo and SDXL Turbo Inference with ONNX Runtime and Olive.
Official technical announcement and publication from Hugging Face covering Run ComfyUI workflows for free with Gradio on Hugging Face Spaces.
Digital Green uses OpenAI to increase farmer income.
Official technical announcement and publication from Hugging Face covering A guide to setting up your own Hugging Face leaderboard: an end-to-end example with Vectara's hallucination leaderboard.
Official technical announcement and publication from OpenAI covering Introducing the GPT Store.
We’re launching a new ChatGPT plan for teams of all sizes, which provides a secure, collaborative workspace to get the most out of ChatGPT at work.
Official technical announcement and publication from Hugging Face covering Make LLM Fine-tuning 2x faster with Unsloth and 🤗 TRL.
By Arber Kacollja The Vector Institute’s recent Machine Learning Theory Workshop brought together machine learning theory researchers to present their latest research, discuss cutting-edge topics, and share insights into the […] The post Machine learning theory takes centre stage at Vector Institute workshop appeared first on Vector Institute for Artificial Intelligence .
We support journalism, partner with news organizations, and believe The New York Times lawsuit is without merit.
WHOOP delivers personalized fitness and health coaching with GPT-4.
Official technical announcement and publication from Hugging Face covering Welcome aMUSEd: Efficient Text-to-Image Generation.
Professor Mike Wooldridge, Professor of Computer Science at the Department of Computer Science, University of Oxford and Director for Artificial Intelligence (AI) at The Alan Turing Institute in London, tackled the big questions facing AI research and unravelled the myths about how this ground-breaking technology really works in the 2023 Royal Institution (Ri) Christmas Lectures
Official technical announcement and publication from Hugging Face covering LoRA training scripts of the world, unite!.
New research shows a maths-free framework using diagrams for total beginners could transform the way schoolchildren learn and understand quantum theory
Official technical announcement and publication from Hugging Face covering Speculative Decoding for 2x Faster Whisper Inference.
Oxford CCAI is a new initiative developing research activities aimed at designing better AI systems for children, including how to provide better digital parenting support in the age of AI
Official technical announcement and publication from Hugging Face covering 2023, year of open LLMs.
Summer Health reimagines pediatric doctor’s visits with OpenAI.
Official technical announcement and publication from OpenAI covering Practices for Governing Agentic AI Systems.
We’re launching $10M in grants to support technical research towards the alignment and safety of superhuman AI systems, including weak-to-strong generalization, interpretability, scalable oversight, and more.
We present a new research direction for superalignment, together with promising initial results: can we leverage the generalization properties of deep learning to control strong models with weak supervisors?
Axel Springer is the first publishing house globally to partner with us on a deeper integration of journalism in AI technologies.
A small gift from Soniox before the holidays: a groundbreaking AI capable of recognizing German and English speech simultaneously with extreme precision.
A small gift from Soniox before the holidays: a groundbreaking AI capable of recognizing German and English speech simultaneously with extreme precision.
If these past twelve months are any guide, 2024 will be another year of rapid advancements in AI. 2023 saw a continued acceleration of AI capabilities and an emerging consensus […] The post 12 AI Trends to watch for in 2024 appeared first on Vector Institute for Artificial Intelligence .
A group of students from the Department of Computer Science have headed to New Orleans to present their cutting-edge research findings in graph neural networks to the world’s top-tier machine learning conference
A Department of Computer Science student has received a 2023 Rawabi Holdings honour for her research work in promoting the mental well-being of young people
Official technical announcement and publication from Hugging Face covering Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face.
Official technical announcement and publication from Hugging Face covering Mixture of Experts Explained.
Official Mistral AI technical update and publication covering La Plateforme.
Official Mistral AI technical update and publication covering Mixtral of experts.
AI and Interpretability: Vector’s AI Engineering team has released a new interpretability framework for generative models, providing researchers with rich tools to improve the safety and trustworthiness of these models. […] The post Introducing FlexModel: Breakthrough Framework for Unveiling the Secrets of Large Generative AI Models appeared first on Vector Institute for Artificial Intelligence .
Official LMSYS Chatbot Arena release and benchmark update covering Chatbot Arena: New models \u0026 Elo system update.
We are thrilled to announce our new groundbreaking AI that can simultaneously recognize Portuguese and English speech with extreme precision.
We are thrilled to announce our new groundbreaking AI that can simultaneously recognize Portuguese and English speech with extreme precision.
Official technical announcement and publication from Hugging Face covering SetFitABSA: Few-Shot Aspect Based Sentiment Analysis using SetFit.
By Mark Coatsworth and Shaina Raza In today’s information age, accurate and bias-free content are paramount. AI systems have already become instrumental in disseminating information, increasing the potential for biased […] The post Neutralizing Bias in AI: Vector Institute’s UnBIAS Framework Revolutionizes Ethical Text Analysis appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Optimum-NVIDIA Unlocking blazingly fast LLM inference in just 1 line of code.
Official technical announcement and publication from Hugging Face covering AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU.
Official technical announcement and publication from Hugging Face covering Goodbye cold boot - how we made LoRA Inference 300% faster.
Vector researchers are presenting 65 papers at this year’s Conference on Neural Information Processing Systems (NeurIPS). Running December 10 through 16th online in New Orleans and online, Vector Faculty, Faculty […] The post Vector researchers presenting more than 65 papers at NeurIPS 2023 appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Open LLM Leaderboard: DROP deep dive.
On his retirement from the Department of Computer Science, former Head of Department, Professor Bill Roscoe shares over 45 years of memories of computer science at Oxford
Final-year doctoral student Frieder Simon shares his evolving research into the impact and performance of large language models on the first anniversary of ChatGPT.
Mira Murati as CTO, Greg Brockman returns as President. Read messages from CEO Sam Altman and board chair Bret Taylor.
Oxford has made it through to the finals of the International Collegiate Programming Contest (ICPC), the world’s most prestigious competitive programming contest for students.
A quantum computing professor from the Department of Computer Science is among three Oxford professors to be awarded prestigious European Research Council (ERC) Consolidator Grants.
Azra Dhalla, Director of Health AI Implementation, outlines critical need for safe AI implementation in health care Across Ontario hospitals, intensive care units (ICU) have advanced technologies and skilled experts […] The post Safe AI implementation in health: Why the right approach matters appeared first on Vector Institute for Artificial Intelligence .
Department of Computer Science Verification and Control Professor Alessandro Abate has been named 2024 Fellow of the Institute of Electrical and Electronics Engineers (IEEE).
Official LMSYS Chatbot Arena release and benchmark update covering Break the Sequential Dependency of LLM Inference Using Lookahead Decoding.
University of Oxford researchers have developed a machine learning tool to automatically detect methane plumes on Earth from orbit using machine learning that could enable more effective action to reduce gas emissions and achieve net-zero targets by allowing satellites to work together
Official technical announcement and publication from OpenAI covering OpenAI announces leadership transition.
A joint research paper on the good, the bad and the unknown elements of ChatGPT has been awarded best paper by an internationally renowned digital forensics community.
Official LMSYS Chatbot Arena release and benchmark update covering Recipe for Serving Thousands of Concurrent LoRA Adapters.
Official LMSYS Chatbot Arena release and benchmark update covering Catch me if you can! How to beat GPT-4 with a 13B model.
Working together to create open-source and private datasets for AI training.
Official technical announcement and publication from Hugging Face covering SDXL in 4 steps with Latent Consistency LoRAs.
Responsible AI UK (RAI UK) has awarded its first grants for impact acceleration projects, including to a team led by the University of Oxford’s Responsible Technology Institute at the Department of Computer Science.
Soniox and Scribe are pleased to announce the integration of Soniox's groundbreaking speech recognition AI into Scribe's world-class platform and integration technologies for mobile and desktop.
Soniox and Scribe are pleased to announce the integration of Soniox's groundbreaking speech recognition AI into Scribe's world-class platform and integration technologies for mobile and desktop.
By Anatole von Lilienfeld The introduction of AI into the mix of physics-based computer simulations has led to fascinating changes in the world of chemistry and materials science. Instead of […] The post AI for Chemistry and Materials: blending old and new ways of thinking appeared first on Vector Institute for Artificial Intelligence .
Official technical announcement and publication from Hugging Face covering Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama 2, and Mistral for Disaster Tweets Analysis with Lora.
Official technical announcement and publication from Hugging Face covering Introducing Prodigy-HF: a direct integration with Hugging Face.
Official technical announcement and publication from Hugging Face covering Make your llama generation time fly with AWS Inferentia2.
Vector research initiatives are making a remarkable impact in the field of public health and disease control. By Natasha Ali A new paper proposes a novel NLP model for infectious […] The post AI & public health: using natural language processing for clinical database management appeared first on Vector Institute for Artificial Intelligence .
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