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Blog
May 22, 2024 Tarek Oraby
Track and Manage the Lifecycle of ML Models with Valohai’s Model Registry

Valohai’s Model Registry is a centralized hub for managing model lifecycle from development to production. Think of it as a single source of truth for model versions and lineage.

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Blog
May 15, 2024 Tarek Oraby
Introducing Kubernetes Support for Streamlined Machine Learning Workflows

We designed our new Kubernetes support so that Data Science teams can effortlessly manage and scale their workflows on top of Kubernetes and enhance their overall machine-learning operations.

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Blog
April 02, 2024 Tarek Oraby
Introducing Slurm Support: Scale Your ML Workflows with Ease

We're excited to announce that Valohai now supports Slurm, an open-source workload manager used in HPC environments. Valohai users can now scale their ML workflows with Slurm-based clusters with unprecedented ease and efficiency.

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Blog
March 01, 2024 Alexander Rozhkov
Taking GenAI and LLMs from POCs to Production

LLMs and other generative models make ripples everywhere from established enterprises to innovative startups, and beyond. But what did successful adoption look like in 2023? And what can we expect in 2024?

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Blog
November 21, 2023 Henrik Skogström
Easiest way to fine-tune Mistral 7B

We’ve built a template for fine-tuning Mistral 7B on Valohai. Mistral is an excellent combination of size and performance, and by fine-tuning it using a technique called LoRA, we can be very cost-efficient.

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Blog
November 06, 2023 Henrik Skogström
Dive into Valohai with our new serverless trial

We’re thrilled to announce our new free trial for all aspiring ML pioneers! With the new free trial, we’ve made it easy to kickstart your journey with our handpicked templates.

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Blog
August 23, 2023 Henrik Skogström
Why closed-source LLMs are not suited for production

ChatGPT continues to capture the public attention and many are looking to incorporate similar functionalities in their products. But is it a safe route for production-grade applications?

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Blog
May 29, 2023 Henrik Skogström
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.

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Blog
March 27, 2023 Viktoriya Kuzina
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.

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Blog
March 20, 2023 Tomi Kokkonen
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.

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Blog
March 16, 2023 Henrik Skogström
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?

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Blog
March 06, 2023 Viktoriya Kuzina
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.

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Blog
February 20, 2023 Viktoriya Kuzina
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.

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Blog
February 10, 2023 Eero Laaksonen
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.

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Blog
January 25, 2023 Henrik Skogström
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.

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