Creating Financial Chatbots Using Gradient, MongoDB and LlamaIndex

Creating Financial Chatbots Using Gradient, MongoDB and LlamaIndex

Creating Financial Chatbots Using Gradient, MongoDB and LlamaIndex

Creating custom AI solutions that use both fine-tuning and retrieval augmented generation (RAG) can be challenging. However with the help of Gradient and best-in-class platforms and frameworks like MongoDB and LlamaIndex - you can create powerful and cost-effective solutions.

Nov 27, 2023
Nov 27, 2023
Nov 27, 2023
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Gradient Team
Gradient Team
Gradient Team

Tap Into Domain Specific AI Systems Using Gradient’s Multi-Model, Shared Foundation

Tap Into Domain Specific AI Systems Using Gradient’s Multi-Model, Shared Foundation

Tap Into Domain Specific AI Systems Using Gradient’s Multi-Model, Shared Foundation

Enterprise businesses on Gradient are able to deploy thousands of custom LLMs at the same time, using the same compute and cost as they would with a single LLM. Discover how Gradient’s multi-model, shared foundation is providing enterprise businesses with a competitive edge.

Nov 21, 2023
Nov 21, 2023
Nov 21, 2023
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Gradient Team
Gradient Team
Gradient Team

RAG 101 for Enterprise

RAG 101 for Enterprise

RAG 101 for Enterprise

Increasingly more business are leveraging AI to augment their organizations and large language models (LLMs) are behind what’s powering these incredible opportunities. However the process of optimizing LLMs with methods like retrieval augmented generation (RAG) can be complex, which is why we’ll be walking you through everything you should consider before you get started.

Nov 20, 2023
Nov 20, 2023
Nov 20, 2023
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Gradient Team
Gradient Team
Gradient Team

Fine-Tuning 101 for Enterprise

Fine-Tuning 101 for Enterprise

Fine-Tuning 101 for Enterprise

AI is creating more and more opportunities across enterprise and large language models (LLMs) are at the heart of the discussion. However getting started with fine-tuning and LLMs can be daunting, which is why we’ll be walking you through everything you should consider.

Oct 31, 2023
Oct 31, 2023
Oct 31, 2023
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Gradient Team
Gradient Team
Gradient Team

Gradient Releases Financial AI Platform

Gradient Releases Financial AI Platform

Gradient Releases Financial AI Platform

Gradient is announcing the release of the Gradient AI Cloud for Financial Services, an AI platform that accelerates AI transformation for the financial services industry. It has never been easier to build and deploy SOC 2-compliant AI solutions for your financial services organization.

Oct 22, 2023
Oct 22, 2023
Oct 22, 2023
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Gradient Team
Gradient Team
Gradient Team

Retrieval Augmented Generation (RAG) with Gradient Embeddings

Retrieval Augmented Generation (RAG) with Gradient Embeddings

Retrieval Augmented Generation (RAG) with Gradient Embeddings

We recently released the Gradient Embeddings API, to let users generate vector embeddings from text. This is a critical component to Retrieval Augmented Generation (RAG), a technique that can greatly enhance your LLM’s knowledge in a specific domain and reduce hallucinations in AI applications.

Oct 17, 2023
Oct 17, 2023
Oct 17, 2023
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Gradient Team
Gradient Team
Gradient Team

Introducing the LlamaIndex Integration

Introducing the LlamaIndex Integration

Introducing the LlamaIndex Integration

Today, Gradient is excited to announce the integration of its cutting-edge LLM fine-tuning platform with the LlamaIndex framework.

Oct 11, 2023
Oct 11, 2023
Oct 11, 2023
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Gradient Team
Gradient Team
Gradient Team

Gradient Releases HIPAA-Compliant AI Platform for Healthcare

Gradient Releases HIPAA-Compliant AI Platform for Healthcare

Gradient Releases HIPAA-Compliant AI Platform for Healthcare

Gradient is announcing the release of the Gradient AI Cloud for Healthcare, an AI platform that accelerates AI transformation for the healthcare industry. It has never been easier to build and deploy HIPAA-compliant AI solutions for your healthcare organization.

Oct 8, 2023
Oct 8, 2023
Oct 8, 2023
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Gradient Team
Gradient Team
Gradient Team

The Next Million AI Models: A Mixture of Experts

The Next Million AI Models: A Mixture of Experts

The Next Million AI Models: A Mixture of Experts

The future of AI is a Mixture of Experts (MoE) approach, an ensemble of small models trained to be domain- or task-specific experts to give you the highest performing, cost-effective AI system tailor-made for you.

Oct 3, 2023
Oct 3, 2023
Oct 3, 2023
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Sarah Heimlich and Mark Huang
Sarah Heimlich and Mark Huang
Sarah Heimlich and Mark Huang

Introducing the LangChain Integration

Introducing the LangChain Integration

Introducing the LangChain Integration

Today, Gradient is excited to announce the integration of its cutting-edge LLM fine-tuning platform with the LangChain framework.

Sep 26, 2023
Sep 26, 2023
Sep 26, 2023
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Gradient Team
Gradient Team
Gradient Team

Introducing the Gradient Embeddings API

Introducing the Gradient Embeddings API

Introducing the Gradient Embeddings API

We are introducing the Gradient Embeddings API to the Gradient Developer Platform make it easy to perform natural language tasks such as search and classification. This makes it easier for developers to create knowledge bases, no setup required.

Sep 22, 2023
Sep 22, 2023
Sep 22, 2023
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Gradient Team
Gradient Team
Gradient Team

Introducing Gradient: Simple APIs to Build Private AI Applications

Introducing Gradient: Simple APIs to Build Private AI Applications

Introducing Gradient: Simple APIs to Build Private AI Applications

Today we are launching the Gradient Developer Platform, an unparalleled developer platform designed to empower developers to easily customize open-source Large Language Models (LLMs) and seamlessly build them into various AI applications.

Aug 29, 2023
Aug 29, 2023
Aug 29, 2023
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Gradient Team
Gradient Team
Gradient Team

Gradient is Now SOC 2 Compliant

Gradient is Now SOC 2 Compliant

Gradient is Now SOC 2 Compliant

Today, we’re excited to announce that Gradient is SOC 2 Type I compliant.

At Gradient, we believe that security should be considered a top priority from the start. We prioritized obtaining SOC 2 Type I compliance to ensure our team is upholding the best practices in security. Our platform, technology, processes, and procedures have been assessed by Johanson Group – an external, independent auditor – and we have met the highest standards.

Aug 28, 2023
Aug 28, 2023
Aug 28, 2023
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Ingrid Pan
Ingrid Pan
Ingrid Pan
electric sheep
electric sheep
electric sheep

Can We Prompt an LLM to Uncover its Dreams of Electric Sheep?

Can We Prompt an LLM to Uncover its Dreams of Electric Sheep?

Can We Prompt an LLM to Uncover its Dreams of Electric Sheep?

As the capabilities of large language models (LLMs) continue to advance, there is a growing curiosity among researchers and developers to understand the mechanisms behind them.

Jun 7, 2023
Jun 7, 2023
Jun 7, 2023
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Lucia Mocz, Ph.D.
Lucia Mocz, Ph.D.
Lucia Mocz, Ph.D.

Performance bottlenecks in deploying LLMs—a primer for ML researchers

Performance bottlenecks in deploying LLMs—a primer for ML researchers

Performance bottlenecks in deploying LLMs—a primer for ML researchers

This is the first post in a series to help researchers understand the systems-level design choices involved in deploying LLMs.

May 10, 2023
May 10, 2023
May 10, 2023
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Lucia Mocz, Ph.D.
Lucia Mocz, Ph.D.
Lucia Mocz, Ph.D.

Squeeze more out of your GPU for LLM inference—a tutorial on Accelerate & DeepSpeed

Squeeze more out of your GPU for LLM inference—a tutorial on Accelerate & DeepSpeed

Squeeze more out of your GPU for LLM inference—a tutorial on Accelerate & DeepSpeed

“How do ML practitioners handle LLM inference without sacrificing latency or throughput?”

Apr 22, 2023
Apr 22, 2023
Apr 22, 2023
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Jupiter Zhu
Jupiter Zhu
Jupiter Zhu

Fine-tuning the LLaMA model to speak English and Chinese

Fine-tuning the LLaMA model to speak English and Chinese

Fine-tuning the LLaMA model to speak English and Chinese

At Gradient, we’ve created a model that understands and produces both English and Chinese — by using an efficient, faster form of fine-tuning to enhance entirely open-source models and data.

Apr 19, 2023
Apr 19, 2023
Apr 19, 2023
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Mark Huang, Bo Yang and Jess Lin
Mark Huang, Bo Yang and Jess Lin
Mark Huang, Bo Yang and Jess Lin

Three traits of a task you can automate

Three traits of a task you can automate

Three traits of a task you can automate

Where will automation plug in? 1 of 3 in our Coding automation series.

Apr 10, 2023
Apr 10, 2023
Apr 10, 2023
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Jess Lin
Jess Lin
Jess Lin

Three ways to think about coding automation

Three ways to think about coding automation

Three ways to think about coding automation

AI/ML tech is moving fast. Whether you’re an engineer, CTO, or somewhere in between, you’re likely wondering how to prepare for today and for tomorrow.

Apr 10, 2023
Apr 10, 2023
Apr 10, 2023
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Gradient Team
Gradient Team
Gradient Team

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