Tap into the most extensive open-source model library with Valohai’s Hugging Face templates
We've built a set of Hugging Face templates that make it super simple to use the latest and greatest in open-source ML. These templates are available through the Valohai Ecosystem.
KONUX x Valohai Datasets: Ensuring Traceability and Eliminating Data Inconsistency
The key takeaways from a presentation by Andres Hernandez, Principal Data Scientist at KONUX, about how their team streamlines operations utilizing the Valohai datasets feature.
Using OpenAI’s GPT APIs to generate data for your NLP project
Collecting, cleaning and labeling data is one of the most time-consuming problems in data science and this is especially true in NLP. Recently, we've seen data scientists utilize large language models such as OpenAI's GPT-4 to help produce datasets to train smaller NLP models that solve a more specific task.
Large Language Models for the Rest of Us
With the popularization of LLM's developers and product folks are flocking to the space and testing out novel concepts. How will LLM products evolve over time?
Business Value of MLOps
In 2020, Forbes estimated the market of MLOps solutions is expected to reach $4 billion by 2025. The recent Venture Beats article claims it will grow to over $6 billion by 2028. Let's look at what is the driving force for the demand of MLOps.
Hannes Heikinheimo, Speechly: Voice is the New Touch
Hannes is working on making voice the new touch: ubiquitous and intuitive for everyone. Together with his team Hannes is pioneering not only voice interfaces but also voice moderation problem.
LLMOps: MLOps for Large Language Models
LLMOps focuses on the operational capabilities and infrastructure required to fine-tune existing foundational models and deploying these refined models as part of a product.
Introducing the Valohai Ecosystem
The Valohai Ecosystem is a library of templates that enable users to kick off their projects with ease and reduce the amount of boilerplate code that needs to be written.
Cyril Poulet, Valeo: From LeCun's Lab to Safe Driving
As a Senior Research Engineer at Valeo Cyril Poulet is working on creating a robust understanding of what is happening outside the vehicle through intelligent sensors and cameras that can detect objects, lanes, and parking spaces.
David Eriksson, Meta: The black-box whisperer
Wherever machine learning pioneers break new ground on an unforeseen scale, the curse of dimensionality lurks behind the corner. David Eriksson holds a black belt in unwrapping black boxes and compressing a wide range of large-scale models into edge devices.
Daniel Levai: Making an impact at the Upright Project
Daniel Levai from UprightProject is pioneering the measurement and comparison of the net impact of companies and products using an uncompromising scientific approach. His model truly stands out due to its ability to factor in the impact of the entire global value chain.
Valohai Developer Core
The pioneers' journey will be full of sidestepping, u-turns, and zigzags. No organization can exactly know where they'll end up, but we will help you to get there. Valohai developer core will keep all paths open, just in case you need to change course.
Tapio Friberg, ICEYE: Situational awareness through a constellation of nano satellites
Tapio Friberg is on a bold mission to continuously monitor the entire globe. He has made it possible to have a reliable around-the-clock observation of the Earth's surface through the constellation of small and affordable SAR satellites.
Valohai Smart Orchestration
With Valohai, rapid experimentation, massive grid searches, complex multi-cloud pipelines, distributed learning clusters, and model deployment are all a single click (UI), a single command (CLI), or a single request (API) away and handled by the battle-hardened orchestration system.
Valohai Knowledge Repository
Valohai integrates into your code repository, container repository, data storage, and compute resources - in the cloud and on-premise - orchestrating and recording their complex interplay. This way, the bookkeeping is fully ingrained into the machine learning workflow and something the pioneers don’t even need to think about conscientiously.