Digits Blog

Developer Agents in production: Lessons shared at MLOps World 2025

This October, Digits was invited to present our latest lessons learned from our Agents in Production journey at MLOps World 2025 conference.

Developer Digits Presented Lessons Learned from Agents in Production

This July, Digits joined the AI in Production 2025 conference in Asheville, NC.

Developer Agents in Production: Lessons shared at AI in Production 2025

This July, Digits was invited to present our latest lessons learned from our Agents in Production journey at AI in Production 2025 conference.

Developer Significant Performance Improvements in Llama-4-Scout with Latest vLLM Updates

Digits explored Meta's Llama-4-Scout performance issues tied to third-party server deployments. Recent vLLM updates have significantly improved accuracy and latency.

Developer LLM Finetuning—Digits panel discussion at Startup Grind Conference 2025

This April, Digits led a panel at Startup Grind Conference 2025 in San Francisco, sharing insights on LLM finetuning strategies and best practices.

Developer Digits Showcases Autonomous General Ledger® at NVIDIA GTC 2025

This March, Digits was invited by NVIDIA to join NVIDIA's GTC'25 and present the Autonomous General Ledger® developed by Digits.

Developer Google Developer Group Seattle Talk 2025

In February 2025, Members of the Digits machine learning team were invited to speak at the Google Developer Group Seattle on the topic of LLM deployments on Google Cloud.

Developer Deploying Llama 3.2 - A Breeze with vLLM and Kubernetes

Hosting large language models (LLMs) like Llama 3.2 presents unique challenges, requiring specialized infrastructure and deployment strategies. This is where vLLM comes in, a cutting-edge framework designed to optimize LLM deployment on Kubernetes, the industry-leading container orchestration platform.

Developer Digits at CUDA Mode IRL

At Digits, we are constantly pushing the limits of production machine learning, therefore we were beyond excited in being selected for one of the few and rare tickets of the inaugural IRL event hosted by the CUDA Mode community in San Francisco, a gathering organized by Accel and NVIDIA on September 21st, 2024. This event, brought together some of the brightest minds in the Torch and CUDA ecosystem, was a testament to the vibrant and ever-evolving world of AI.

Developer Llama 3.2 - A Game Changer for Smaller, Smarter, and More Responsible LLMs

Meta's recent release of Llama 3.2 has sent shockwaves through the AI community, and for good reason. This latest iteration isn't just an incremental upgrade; it's a significant step forward in making large language models (LLMs) more accessible, efficient, and responsible.

Developer Deploying Large Language Models with Ease: Lessons shared at AI in Production 2024

This July, Digits was invited to present our latest lessons learned from our Open Source Large Language Model journey.

Developer Digits Presented Lessons Learned from Deploying Large Language Models

This July, Digits was invited to present our latest lessons learned from our Open Source Large Language Model journey.

Developer Digits at Google I/O'24

This May, Digits was invited by Google to join Google I/O and participate in the exclusive, invitation-only developer advisory board.

Developer University of Washington Lecture on GenAI in Finance

This April, Members of the Digits machine learning team were invited to speak at the University of Washington on the topic of GenAI in Finance.

Developer Digits at Google Next'24

This April, Digits was invited by NVIDIA to show our latest ML/AI projects at Google Cloud Next'24.

Developer Digits at Google Next 23

This September, Digits was invited to present at Google Cloud's Next - their premiere event to explore Generative AI, learn from experts, connect with builders, and see how AI/ML are reshaping our world.

Developer Architecting Digits Search: Real-time Transaction Indexing With Bleve

We recently launched Digits Search, bringing fast, beautiful, full-depth search to business financial data. We've received a ton of customer feedback, and one question just keeps coming up...

Developer Training and Deploying State of the Art Transformer Models at Digits

Understanding banking transactions as they happen, in real-time, is core to our mission with Digits Search. You can't answer important finance questions with bad data.

Developer Building Digits: Efficient Serving of Static Views with Google Cloud Spanner

At Digits, we strive to push the bounds of technology in order to deliver radically more useful, delightful software experiences for our customers.

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