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TrueFoundry Blog

Curated insights, expert tutorials, and innovative techniques for ML and LLM use cases

October 6, 2023

Benchmarking Llama-2-70B

Gain efficiency insights from Llama-2-70B benchmarking. Optimize ML operations with valuable data analysis.

Trending

Sep 28, 2023

Fine-Tuning LoRA Models for Enhanced Performance

LLMs & GenAI

Aug 17, 2023

LLM-powered QA Chatbot on your data in your Cloud

Engineering and Product

LLMs & GenAI

Sep 12, 2023

Understanding LLAMA 2 Model Benchmarks for Performance Evaluation

LLMs & GenAI

Nov 23, 2023

Benchmarking Popular Opensource LLMs: Llama2, Falcon, and Mistral

LLMs & GenAI

LLM Terminology

Engineering and Product

Thought Leadership

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LLM Terminology

LLM Tools

Use Cases

Engineering and Product

Thought Leadership

LLMs & GenAI

Kubernetes

GPU

Culture

Authentication

Cognita: Building an Open Source, Modular, RAG applications for Production

How To Choose The Best Vector Database

Best Machine Learning Model Deployment Tools in 2024

Top Prompt Engineering Tools in 2024 : All you need to know

Leveraging Fractional GPUs on Kubernetes

What is Prompt Engineering?

Introduction to Langchain

What are LLM Agents?

Transformer Architecture in Large Language Models

Sagemaker vs TrueFoundry

Helping Enterprises accelerate the time to value for GenAI

Prompting, RAG or Fine-tuning - the right choice?

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TrueML Talks

Applications of GenAI at Google

Programmatic Data Labelling and Training LLMs at Snorkel.ai

February 15, 2024

TrueML Talks #29 - GenAI and LLMs for Location Intelligence @ Beans.AI

February 1, 2024

TrueML Talks #28 - GenAI and LLMs for Sales Outreach @ OneShot

January 18, 2024

TrueML Talks #27 - GenAI and LLMOps for Customer Success @ Level AI

January 4, 2024

TrueML Talks #26 - Enterprise GenAI and LLMOps with Labhesh Patel

December 21, 2023

TrueML Talks #25 - GenAI and LLMOps for GTM (Go-To-Market) @ Twilio

December 13, 2023

True ML Talks #16 - Machine Learning Pipeline @ Digits

December 12, 2023

True ML talks #18 - Generative AI discussion with Tushar Kant

October 26, 2023

True ML Talks #23 - MLOps and LLMs Applications @ GitLab

October 12, 2023

TrueML #22 - Machine Learning Platform and LLM's @ Voiceflow

September 28, 2023

True ML Talks #21 - Machine Learning Platform @ Loblaw Digital

Featured Case Studies

Adding a Generative AI Ready Core to Aviso AI's Tech Stack

Aviso AI is a leading Revenue Operation System that helps teams manage and increase their revenues using conversational intelligence and forecasting models. TrueFoundry helped the team add the capability to deploy its proprietary LLM Models, which power its AI Chief of Staff MIKI.

Enabling a Fortune 100 Healthcare Company to ship 30+ LLM use cases in less than a year

Read how TrueFoundry worked with a Healthcare Major to help them build their Generative AI capabilities and ship 30+ use cases with Large Language Models in the first year

Games 24x7 Personalizing Gaming with AI for its 100 Million Users

Games 24x7, a leading gaming company from India, used TrueFoundry to serve ML models to their clients at massive scales of more than 200 requests per second. In being able to do this, we helped them reduce time to deployment, follow SRE best practices and also help the internal engineering team monitor and control the data and infrastructure.

How Neurobit Saves 60% Of Their Cloud Costs and Serves Machine Learning at Scale

Neurobit is a cutting-edge Digital Health company based in Singapore that generates biomarkers using propriety AI algorithms on physiological sleep data.

Online Drug Marketplace adds $1.5 million to its revenue by simplifying the customer journey

The company under study is an online drug marketplace that aims to supply medications at an affordable price to millions of customers. They have 8 Mn+ active users and are a part of the $ 200 Billion + conglomerate.

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Top Tools for Fine-tuning

Explore the top tools for fine-tuning processes and projects. Achieve precision and efficiency with our expert recommendations.

Exploring Alternatives to AWS Sagemaker

Discover top alternatives to AWS Sagemaker for your machine learning projects. Compare features, pricing, and performance to find the best fit for your needs.

Cognita: Building an Open Source, Modular, RAG applications for Production

Discover how to leverage Cognita to construct an open-source RAG application efficiently. Uncover insights into building robust RAG solutions with ease.

How To Choose The Best Vector Database

How To Choose The Best Vector Database amongst Pinecone, Qdrant, Milvus, Elastic search, Pgvector

Best Machine Learning Model Deployment Tools in 2024

Explore the top machine learning model deployment tools of 2024. Streamline your deployment process with these cutting-edge solutions for efficient model deployment.

Applications of GenAI at Google

Applications of GenAI at Google

Leveraging Fractional GPUs on Kubernetes

Leveraging Fractional GPUs on Kubernetes

Top Prompt Engineering Tools in 2024 : All you need to know

Discover the leading prompt engineering tools for 2024 in this comprehensive guide. Learn about the latest advancements and key features to optimize your AI model development and achieve superior performance.

Helping Enterprises accelerate the time to value for GenAI

Discover how our solutions empower enterprises to expedite the time to value for GenAI, enhancing operational efficiency and driving business growth.

SSH Server Containers For Development on Kubernetes

Explore how SSH server containers facilitate development on Kubernetes by enabling secure remote access and efficient containerized workflow management.

Programmatic Data Labelling and Training LLMs at Snorkel.ai

Discover how Snorkel AI leverages programmatic data labelling techniques to enhance data annotation efficiency and accelerate machine learning model development.

Sagemaker vs TrueFoundry

Explore the differences between Sagemaker and TrueFoundry, two prominent machine learning platforms, to make an informed decision for your business needs.

Transformer Architecture in Large Language Models

Discover the inner workings of Transformer Architecture in Large Language Models (LLMs) and how it revolutionizes natural language processing tasks.

What are LLM Agents?

Explore the concept of LLM Agents and how they optimize language processing tasks for improved efficiency and accuracy.

Introduction to Langchain

Discover the innovative Langchain platform, revolutionizing language processing technology with its groundbreaking approach.

What is Prompt Engineering?

Learn about prompt engineering, its applications, and how it shapes natural language processing models

Prompting, RAG or Fine-tuning - the right choice?

Discover the differences between prompting, fine-tuning, and RAG techniques for model optimization. Learn how to select the most suitable approach to achieve optimal results in your machine learning projects.

Benchmarking Llama-2-70B

Gain efficiency insights from Llama-2-70B benchmarking. Optimize ML operations with valuable data analysis.

Benchmarking Llama-2-13B

Discover performance analysis for Llama-2-13B benchmarking. Unlock insights to enhance ML efficiency.

Understanding LLAMA 2 Model Benchmarks for Performance Evaluation

Explore LLAMA 2 model benchmarks to gain valuable insights for assessing performance and optimizing strategies effectively.

Benchmarking Mistral-7B

Evaluate performance with Mistral-7B benchmarking insights. Optimize ML operations for enhanced results

Benchmarking Falcon-40B

Explore benchmarking insights for Falcon-40B. Gain valuable analysis for optimizing ML performance.

TrueML Talks #26 - Enterprise GenAI and LLMOps with Labhesh Patel

Join TrueML Talks #26 for insights on Enterprise GenAI and LLMOps with Labhesh Patel. Explore ML strategies for enterprises

TrueML Talks #29 - GenAI and LLMs for Location Intelligence @ Beans.AI

Explore GenAI and LLMs for Location Intelligence at Beans.AI on TrueML Talks #29. Unlock insights for spatial data analysis.

A Guide to Cloud Node Auto-Provisioning

Learn about Cloud Node Auto-Provisioning to streamline infrastructure. Explore methods for efficient resource allocation.

Unleashing Innovation: Highlights from TrueFoundry's Internal Hackathon

Explore highlights and innovations from TrueFoundry's hackathon. Discover creative solutions and insights by our team to drive innovation forward.

Large Language Models for Commercial Use

Explore the commercial use cases of Large Language Models (LLMs) with TrueFoundry. Learn how LLMs are transforming industries and driving innovation in commercial applications.

True ML Talks #5 - Machine Learning Platform @ Simpl

Join True ML Talks #5 for discussions on the machine learning platform at Simpl. Explore ML applications in fintech.

Benchmarking Popular Opensource LLMs: Llama2, Falcon, and Mistral

Explore benchmarking insights for popular opensource LLMs: Llama2, Falcon, and Mistral. Enhance ML performance

TrueML Talks #28 - GenAI and LLMs for Sales Outreach @ OneShot

Discover GenAI and LLMs strategies for sales outreach at OneShot on TrueML Talks #28. Optimize sales processes with ML insights.

Adding OAuth2 to Jupyter Notebooks on Kubernetes

Discover how to enhance Jupyter Notebook security on Kubernetes with OAuth2 integration, guided by TrueFoundry. Explore our solutions for securing notebook

TrueML Talks #27 - GenAI and LLMOps for Customer Success @ Level AI

Learn how Level AI leverage GenAI and LLMOps to solve Customer Success and Quality Assurance from Abhimanyu, Staff AI Research Engineer @ Level AI

A 2-Person team serving model to 1.5 Million people with TrueFoundry

Discover how a 2-person team leveraged TrueFoundry to serve models to 1.5 million users. Explore their journey and the impact of TrueFoundry on their scalability and success.

What is Bottlerocket and how to use it in EKS?

Learn about Bottlerocket and its usage in Amazon EKS (Elastic Kubernetes Service) with TrueFoundry's comprehensive guide.

Scaling Up serving of Fine-tuned LoRA Models

Discover how TrueFoundry scales serving of fine-tuned models for performance. Explore solutions for managing model serving infrastructure.

TrueFoundry: 2023 year-end review

Reflect on TrueFoundry's achievements and milestones in our 2023 year-end review. Explore the progress we've made and our vision for the future of MLOps.

TrueML Talks #25 - GenAI and LLMOps for GTM (Go-To-Market) @ Twilio

Discover GenAI and LLMOps strategies for GTM at Twilio on TrueML Talks #25. Explore ML applications for market expansion.

Fractional GPUs in Kubernetes

Explore TrueFoundry's solutions for utilizing fractional GPUs in Kubernetes, optimizing resource allocation and performance with efficient MLOps strategies.

Deploying LLMS at Scale

Discover how TrueFoundry enables the deployment of Large Language Models (LLMs) at scale. Explore our scalability solutions for efficiently managing LLM deployments in diverse environments.

True ML Talks #23 - MLOps and LLMs Applications @ GitLab

Explore MLOps and LLMs applications at GitLab on True ML Talks #23. Gain insights into ML operations and advancements.

Reduce your Infra Costs for ML / LLM models

Learn how TrueFoundry helps reduce infrastructure costs for ML / LLM models. Explore our cost optimization solutions for maximizing ROI and efficiency.

TrueML #22 - Machine Learning Platform and LLM's @ Voiceflow

Explore machine learning platform and LLMs at Voiceflow on TrueML #22. Join discussions on ML advancements and applications.

True ML Talks #16 - Machine Learning Pipeline @ Digits

Explore machine learning pipelines at Digits on True ML Talks #16. Join discussions on ML operations and advancements.

True ML talks #18 - Generative AI discussion with Tushar Kant

Join True ML Talks #18 for a discussion on Generative AI with Tushar Kant. Explore advancements in AI technology.

LLM-powered QA Chatbot on your data in your Cloud

Discover how TrueFoundry enables LLM-powered QA chatbots on your cloud data for efficient quality assurance. Explore our solutions for enhancing QA processes and productivity.

True ML Talks #20 - Transformers, Embeddings and LLMs - ML Scientist @ Turnitin

Discover insights into Transformers, Embeddings, and LLMs with an ML Scientist at Turnitin on True ML Talks #20.

Fine-Tuning LoRA Models for Enhanced Performance

Learn how to fine-tune LoRA models for better performance. Explore techniques and strategies to optimize model accuracy and efficiency.

Machine Learning Tool Integrations #3 Label Studio for All your Labelling Needs

Explore Label Studio for all your labelling needs in ML Tool Integrations #3. Discover efficient labelling solutions for ML projects.

True ML Talks #21 - Machine Learning Platform @ Loblaw Digital

Discover insights into the machine learning platform at Loblaw Digital on True ML Talks #21. Join discussions on ML advancements.

How to Fine-Tune a Llama-2 (7B) to Beat ChatGPT

Learn strategies for fine-tuning a Llama-2 (7B) model to outperform ChatGPT with TrueFoundry's expert guidance. Explore our techniques for enhancing conversational AI performance.

True ML Talks #17 - ML Platforms @ Slack, LLMs and SlackGPT

Explore ML platforms at Slack, along with LLMs and SlackGPT on True ML Talks #17. Join discussions on AI integration.

A Complete Guide to LLMOps For Machine Learning

Discover how LLMOps revolutionizes machine learning operations with streamlined processes and enhanced efficiency. Learn everything you need to know in this comprehensive guide.

Llama 2 LLM: Deploy & Fine Tune on your cloud

Deploy and fine-tune Llama 2 models seamlessly on your cloud platform with our expert guidance. Explore our solutions for optimizing Large Language Models (LLMs) performance and efficiency.

LLMOps CoE: The next frontier in the MLOps Landscape

Explore the concept of LLMOps CoE and its significance in modern machine learning operations. Learn how setting up an LLMOps CoE can streamline your ML workflows and drive efficiency.

Hosted Jupyter Notebooks and VS Code on Kubernetes

Learn how TrueFoundry enables hosted Jupyter Notebooks and VS Code on Kubernetes for seamless development workflows. Explore our MLOps solutions for enhancing collaboration and productivity.

Mastering MLOps: A Comprehensive Guide to MLOps Platforms and Best Practices for Successful ML Operations

Master MLOps with TrueFoundry's comprehensive guide to MLOps platforms and best practices. Learn how to streamline ML operations for successful and efficient machine learning workflows.

Helm Charts on ArtifactHub via hosting on Github pages

Discover how to publish Helm charts on ArtifactHub via GitHub Pages with TrueFoundry's comprehensive deployment guide. Explore our step-by-step instructions for seamless chart distribution.

The $360K question about Large Language Models Economics

Explore the economics of Large Language Models with TrueFoundry. Learn about the costs, benefits, and considerations of adopting LLMs in your organization.

Machine Learning Deployments in 2023

Discover the latest trends and predictions for machine learning deployments in 2023 with TrueFoundry. Stay ahead of the curve with our insights into the evolving landscape of MLOps.

Is AI Workload Bloating Up Your Cloud Bill?

Learn how AI workloads can impact your cloud bill and discover strategies to optimize costs with TrueFoundry's insights. Explore our solutions for efficient AI workload management.

Deploy Falcon-40B on AWS: 40% Cheaper than Sagemaker

Learn how to deploy Falcon-40B on AWS and save 40% compared to Sagemaker with TrueFoundry's cost-effective solutions. Explore our optimized strategies for maximizing ROI.

True ML Talks #14 - LLMs and Reinforcement Learning Co-founder @ CX Score

Join True ML Talks #14 for discussions on LLMs and Reinforcement Learning at CX Score. Explore applications in ML.

TrueFoundry Architecture - Machine Learning on Kubernetes!

Dive into the architecture of TrueFoundry's Machine Learning on Kubernetes platform. Learn how our platform enables scalable MLOps workflows.

True ML Talks #11 - LLMs, LLMops and GenAI CTO @ Greenhouse

Join True ML Talks #11 for discussions on LLMs, LLMops, and GenAI with Greenhouse's CTO. Explore ML advancements in HR tech.

Is TrueFoundry ML Platform Right for you?

Evaluate whether TrueFoundry's ML platform is the right fit for your organization with our comprehensive guide. Explore our features, benefits, and use cases to make an informed decision.

TrueFoundry Now Deploys and Fine-tunes Open Source LLMs With a Few Clicks!

Discover how TrueFoundry simplifies deployment and tuning of Large Language Models with a few clicks. Explore our solutions for accelerating LLM adoption.

True ML Talks #13 - ML Platform @ Cookpad

Discover insights into the ML platform at Cookpad on True ML Talks #13. Join discussions on ML applications in cooking

True ML Talks #12 - Cofounder @ Llama-Index

Explore insights from the cofounder of Llama-Index on True ML Talks #12. Join discussions on ML advancements.

AI Center of Excellence: Future-proof your business

Learn how to establish an AI Center of Excellence to future-proof your business with TrueFoundry's guidance. Explore strategies for leveraging AI to drive innovation and competitive advantage.

True ML Talks #9 - Machine Learning Platform @ DoorDash

Join True ML Talks #9 for discussions on the machine learning platform at DoorDash. Explore ML applications in food delivery.

Open Source LLMs: Embrace or Perish

Explore the implications of open-source Large Language Models (LLMs) and their impact on industries with TrueFoundry. Learn how organizations can leverage open-source LLMs for innovation and growth.

True ML Talks #10 - LLMs and GenAI with engineering director @ Meta

Join True ML Talks #10 for discussions on LLMs and GenAI with Meta's Engineering Director. Gain insights into ML advancements.

True ML Talks #8 - Machine Learning Platform @ Intuit

Join True ML Talks #8 for discussions on the machine learning platform at Intuit. Explore ML applications in finance.

Application Development With Kubernetes

Learn how TrueFoundry streamlines application development with Kubernetes. Explore our MLOps solutions for accelerating development cycles and ensuring application reliability.

Training Machine Learning Models using TrueFoundry's Jobs

Learn how TrueFoundry simplifies training of machine learning models. Explore our MLOps solutions for accelerating development and experimentation.

Prompt Engineering: Learning to Interact with LLMs

Discover the art of prompt engineering and learn how to interact with Large Language Models (LLMs) effectively with TrueFoundry's guidance.

Authenticated gRPC service on Kubernetes

Explore how TrueFoundry enables authenticated gRPC services on Kubernetes for secure communication. Discover our solutions for enhancing service reliability and security.

True ML Talks #7 - Machine Learning Platform @ Edge

Discover insights into the machine learning platform at Edge on True ML Talks #7. Join discussions on ML advancements.

Understanding ChatGPT plugins

Gain insights into ChatGPT plugins with TrueFoundry. Explore how plugins enhance functionality and customize conversational AI experiences.

True ML Talks #6 - Machine Learning Platform @ °Nomad Health

Explore the machine learning platform at Nomad Health on True ML Talks #6. Join discussions on ML applications in healthcare.

True ML Talks #4 - Machine Learning Platform @ Salesforce

Join True ML Talks #4 for discussions on the machine learning platform at Salesforce. Explore ML applications in CRM.

Machine Learning Tool Integrations #2 DVC for your Data Versioning

Discover how integrating DVC with ML platforms streamlines version control and enhances collaboration for efficient machine learning workflows.

Enabling the Large Language Models Revolution: GPUs on Kubernetes

Explore how TrueFoundry powers the Large Language Models revolution with GPU-accelerated infrastructure on Kubernetes, optimizing LLM performance.

True ML Talks #3 - Machine Learning Platform @ Facebook

Discover insights into the machine learning platform at Facebook on True ML Talks #3. Join discussions on ML advancements.

Machine Learning Platform Integrations #1: Weights & Biases

Explore challenges in managing experiments and discover how TrueFoundry integrates with Weights & Biases to streamline experiment tracking and analysis.

True ML Talks #2 - Machine Learning Workflow @ Stitch Fix

Join True ML Talks #2 for discussions on the machine learning workflow at Stitch Fix. Explore ML applications in fashion.

Introduction to Kubernetes and MLOps: Challenges and Benefits

Explore the challenges and benefits of integrating Kubernetes in MLOps workflows. Learn how Kubernetes enhances scalability and efficiency in machine learning operations.

Machine Learning on Kubernetes #2: Kubernetes Architecture for MLOps

Explore the Kubernetes architecture for MLOps with TrueFoundry's expert insights. Learn how Kubernetes enables scalable and efficient machine learning workflows

Fine Tuning: OpenAI Models + Your Confluence Data

Discover TrueFoundry's advanced techniques for fine-tuning OpenAI models with your Confluence data, enhancing performance and accuracy.

Evaluating Production Readiness and Technical Debt of ML Systems

Learn how TrueFoundry evaluates the production readiness and technical debt of ML systems. Discover our MLOps solutions for ensuring robust and reliable machine learning deployments.

True ML Talks #1 - Machine Learning Workflow @ Gong

Discover insights into the machine learning workflow at Gong on True ML Talks #1. Join discussions on ML advancements

TrueFoundry: 2022 year-end Review

Reflect on TrueFoundry's achievements and milestones in our 2022 year-end review. Explore the progress we've made and our vision for the future of MLOps.

Cluster Autoscaling for Big 3 Clouds ☁️

Learn how TrueFoundry enables cluster autoscaling across major cloud platforms. Explore our scalability solutions for optimizing resource utilization and cost efficiency.

LLMs, LLMs Everywhere: Exploring their applications!

Dive into the wide-ranging applications of Large Language Models (LLMs) with TrueFoundry. Discover how LLMs are revolutionizing industries and unlocking new possibilities.

TrueFoundry Company Retreat 2022!

Join us as we reflect on the TrueFoundry Company Retreat 2022, a gathering aimed at fostering innovation and collaboration.

From Hostel Dorm to Raising Seed Fund: A huge step towards our future!

Follow TrueFoundry's inspiring journey from a hostel dorm to securing seed funding. Discover the milestones and challenges faced along the way and our vision for the future.

A Guide to drift tracking

Navigate the complexities of drift tracking with TrueFoundry's comprehensive guide. Learn how to monitor model performance and detect data drift effectively for optimal ML outcomes.

Dark Launch is the best Light Launch

Discover why dark launch is the preferred strategy for optimizing software deployments. Learn how TrueFoundry enables seamless feature rollouts with minimal risk.

Deployment Platform Updates

Stay informed with TrueFoundry's latest updates on deployment platforms. Discover our innovative solutions for enhancing deployment efficiency and reliability.

Kubernetes for data scientists - Hosting predictions

Learn how TrueFoundry enables data scientists to host predictions at scale using Kubernetes. Explore our MLOps solutions for seamless model deployment and inference.