RULER vs. Gradient’s 1M Context Length Llama-3 70B

RULER vs. Gradient’s 1M Context Length Llama-3 70B

RULER vs. Gradient’s 1M Context Length Llama-3 70B

Recently we shared some thoughts around how we evaluate long context models, including a deep dive into NIAH and RULER. Join us as we dive deeper into the RULER evals and show why variation in the instruction prompt should be taken into account when evaluating performance.

May 27, 2024
May 27, 2024
May 27, 2024
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Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient

Scaling Rotational Embeddings for Long-Context Language Models

Scaling Rotational Embeddings for Long-Context Language Models

Scaling Rotational Embeddings for Long-Context Language Models

In the past two weeks, we’ve released a series of Llama-3 long context models by increasing RoPE theta and adding in full context length supervised fine-tuning (SFT). One of our most interesting learnings was around scaling positional encodings, which is why we’ll be taking a deep dive on how we managed to scale the context length up to 4M.

May 17, 2024
May 17, 2024
May 17, 2024
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Gradient Team
Gradient Team
Gradient Team

Achieving GPT-4 Level Performance At Lower Cost Using DSPy

Achieving GPT-4 Level Performance At Lower Cost Using DSPy

Achieving GPT-4 Level Performance At Lower Cost Using DSPy

Data out in the wild can be messy and inconsistently formatted. While wrangling this data with LLMs has shown promise, out-the-box models have pain points: GPT-4 has decent accuracy but is expensive at scale, and lower-cost models are too inaccurate without time-intensive manual prompt tuning. We showcase DSPy for prompt optimization, achieving better than GPT-4 accuracy at 10x lower cost and substantially lower manual investment.

May 14, 2024
May 14, 2024
May 14, 2024
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Erin Mccarthy, ML Engineer at Gradient
Erin Mccarthy, ML Engineer at Gradient
Erin Mccarthy, ML Engineer at Gradient

RULER: Evaluating Models Beyond Needle-in-a-Haystack

RULER: Evaluating Models Beyond Needle-in-a-Haystack

RULER: Evaluating Models Beyond Needle-in-a-Haystack

With the recent release of our long context models, we’ve been taking a deeper look into model quality. Take a look at Gradient’s journey on evaluating long context models using de facto standards like NIAH and more comprehensive evaluation methods like RULER.

May 10, 2024
May 10, 2024
May 10, 2024
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Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient

The Haystack Matters for NIAH Evals

The Haystack Matters for NIAH Evals

The Haystack Matters for NIAH Evals

Evals are often used to help provide a sense of quality when it comes to models. With the recent release of our 1M context window Llama 3 8B model, we take a deeper look into one of the most popular evals – Needle in a Haystack. Take a look at why haystack diversity matters and the significant impact that haystack composition has on this eval.

May 2, 2024
May 2, 2024
May 2, 2024
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Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient
Leo Pekelis, Chief Scientist at Gradient

The Rise of Domain-Specific Models in Enterprise

The Rise of Domain-Specific Models in Enterprise

The Rise of Domain-Specific Models in Enterprise

As more diverse Large Language Models (LLMs) become available each year, enterprises are turning to domain-specific models to develop specialized AI solutions, tailored to navigate the unique challenges and regulations of specific industries.

Apr 24, 2024
Apr 24, 2024
Apr 24, 2024
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Gradient Team
Gradient Team
Gradient Team

Introducing Gradient’s Audio Transcription API

Introducing Gradient’s Audio Transcription API

Introducing Gradient’s Audio Transcription API

Today, we’re thrilled to share the newest addition to our Agent Toolkit - audio transcription. Using Gradient’s audio transcription API, users can easily transcribe audio files that can be used in variety of use cases.

Apr 22, 2024
Apr 22, 2024
Apr 22, 2024
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Gradient Team
Gradient Team
Gradient Team

Enhancing Healthcare Efficiency with AI-Powered Medical Benefits Chatbot

Enhancing Healthcare Efficiency with AI-Powered Medical Benefits Chatbot

Enhancing Healthcare Efficiency with AI-Powered Medical Benefits Chatbot

Gradient recently partnered with a prominent hospital network to help optimize the way they managed inbound questions related to medical benefits. Take a look at how they leveraged Nightingale, Gradient's domain-specific Healthcare LLM, to develop an AI-powered medical benefits chatbot to help streamline this process.

Apr 1, 2024
Apr 1, 2024
Apr 1, 2024
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Gradient Team
Gradient Team
Gradient Team

Intro to Distributed LLM Training, Part 1: Orchestration & Fault Tolerance

Intro to Distributed LLM Training, Part 1: Orchestration & Fault Tolerance

Intro to Distributed LLM Training, Part 1: Orchestration & Fault Tolerance

Training large amounts of LLMs at once can be complex and can take thousands or millions of GPU hours - constraining your resources. Take a look at how Gradient thinks about infrastructure and efficiency optimizations as we dive into our own proprietary distributed training platform focusing on orchestration and fault tolerance.

Mar 29, 2024
Mar 29, 2024
Mar 29, 2024
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Gradient Team
Gradient Team
Gradient Team

Enhancing Anti-Money Laundering Efforts with Gradient’s Albatross LLM

Enhancing Anti-Money Laundering Efforts with Gradient’s Albatross LLM

Enhancing Anti-Money Laundering Efforts with Gradient’s Albatross LLM

Discover how a large US bank worked directly with Gradient to help enhance their AML program by using AI to improve their transaction monitoring process to detect suspicious activities more efficiently.

Mar 25, 2024
Mar 25, 2024
Mar 25, 2024
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Gradient Team
Gradient Team
Gradient Team

Transforming Healthcare Data Management with AI

Transforming Healthcare Data Management with AI

Transforming Healthcare Data Management with AI

Explore how a leading hospital network based in the US that’s serving over 100,000 patients, partnered with Gradient to harness the full potential of their data.

Mar 18, 2024
Mar 18, 2024
Mar 18, 2024
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Gradient Team
Gradient Team
Gradient Team

Untangling the Complexities of PDF Extraction

Untangling the Complexities of PDF Extraction

Untangling the Complexities of PDF Extraction

The process that it took to overcome the challenges of PDF extraction is an interesting one to dive into, due to inherent characteristics from PDF formats and the nature of the data it often contains. We're diving into what these challenges are and how Gradient designed their Accelerator Block for PDF Extraction to overcome them.

Mar 15, 2024
Mar 15, 2024
Mar 15, 2024
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Gradient Team
Gradient Team
Gradient Team

Now Available: Access Gradient and LLM Datapacks Directly in Snowflake

Now Available: Access Gradient and LLM Datapacks Directly in Snowflake

Now Available: Access Gradient and LLM Datapacks Directly in Snowflake

Gradient just announced a new partnership with Snowflake, to help provide an even more seamless experience for Snowflake customers. Check out how you can enable the use of Gradient through Snowpark Container Services and access Gradient Datapacks within Snowflake Marketplace.

Mar 12, 2024
Mar 12, 2024
Mar 12, 2024
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Gradient Team
Gradient Team
Gradient Team

Introducing Gradient's PDF Extraction API

Introducing Gradient's PDF Extraction API

Introducing Gradient's PDF Extraction API

Today, we’re thrilled to share our newest Accelerator Block API for PDF extraction, enabling users to easily and effectively extract data from PDFs for RAG and AI agent development.

Mar 6, 2024
Mar 6, 2024
Mar 6, 2024
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Gradient Team
Gradient Team
Gradient Team

Case Study: Transforming Customer Service in Financial Services with AI-Powered Triage

Case Study: Transforming Customer Service in Financial Services with AI-Powered Triage

Case Study: Transforming Customer Service in Financial Services with AI-Powered Triage

Take a look at how a large US based bank with a leading consumer product, partnered with Gradient to implement an AI based strategy to enhance triaging for customer requests.

Mar 4, 2024
Mar 4, 2024
Mar 4, 2024
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Gradient Team
Gradient Team
Gradient Team

Multimodal Explained

Multimodal Explained

Multimodal Explained

Multimodal AI represents a groundbreaking advancement, signaling a new era in innovation for machine learning and cognitive computing. Chris Chang, CEO and Co-Founder at Gradient, explores the essence of multimodal AI, highlighting its transformative power in improving intricate cognitive functions and spatial awareness.

Mar 1, 2024
Mar 1, 2024
Mar 1, 2024
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Chris Chang, CEO and Co-Founder at Gradient
Chris Chang, CEO and Co-Founder at Gradient
Chris Chang, CEO and Co-Founder at Gradient

Celebrating Excellence: Soufiane Hayou Awarded the Gradient AI Research Fellowship

Celebrating Excellence: Soufiane Hayou Awarded the Gradient AI Research Fellowship

Celebrating Excellence: Soufiane Hayou Awarded the Gradient AI Research Fellowship

In the realm of artificial intelligence and machine learning, it is the relentless pursuit of innovation and the quest for understanding complex problems that drive the field forward. At Gradient we’re excited to announce Soufiane Hayou, as the first recipient of our Gradient AI Research Fellowship - a testament to his ongoing work in the field of neural network scalability.

Feb 28, 2024
Feb 28, 2024
Feb 28, 2024
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Gradient Team
Gradient Team
Gradient Team

Case Study: Enhancing Investment Performance with AI

Case Study: Enhancing Investment Performance with AI

Case Study: Enhancing Investment Performance with AI

Take a look at how a US based asset management fund partnered with Gradient, to improve investment performance by streamlining the process to analyze data and enhancing decision-making capabilities.

Feb 26, 2024
Feb 26, 2024
Feb 26, 2024
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Gradient Team
Gradient Team
Gradient Team

Creating a Financial Chatbot in Minutes Using Gradient Accelerator Blocks

Creating a Financial Chatbot in Minutes Using Gradient Accelerator Blocks

Creating a Financial Chatbot in Minutes Using Gradient Accelerator Blocks

A few months ago, we demonstrated in a tutorial on how you can develop a financial chatbot using Gradient, LlamaIndex, and MongoDB. Today we'll walk you through how you can create that very same financial chatbot, 10x faster using Gradient's Accelerator Blocks.

Feb 22, 2024
Feb 22, 2024
Feb 22, 2024
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Gradient Team
Gradient Team
Gradient Team

Case Study: Transforming Mental Health Care with AI-Powered Clinical Intelligence

Case Study: Transforming Mental Health Care with AI-Powered Clinical Intelligence

Case Study: Transforming Mental Health Care with AI-Powered Clinical Intelligence

Take a look at how a leading mental health provider based in the US partnered with Gradient to revolutionize its approach to patient care by enhancing the accuracy and utility of clinical documentation.

Feb 20, 2024
Feb 20, 2024
Feb 20, 2024
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Gradient Team
Gradient Team
Gradient Team

Celebrating Our Commitment to Security: SOC 2 Type 2 Certification

Celebrating Our Commitment to Security: SOC 2 Type 2 Certification

Celebrating Our Commitment to Security: SOC 2 Type 2 Certification

Today, we’re thrilled to share that Gradient is SOC 2 Type 2 compliant. At Gradient, we believe that security should be considered a top priority from the start. Our platform, technology, processes, and procedures have been assessed by Johanson Group – an external, independent auditor – and we have met the highest standards.

Feb 15, 2024
Feb 15, 2024
Feb 15, 2024
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Gradient Team
Gradient Team
Gradient Team

CityU Research Team Recognized for their Pioneering Work in Applying GenAI Models to Modeling Financial Pattern

CityU Research Team Recognized for their Pioneering Work in Applying GenAI Models to Modeling Financial Pattern

CityU Research Team Recognized for their Pioneering Work in Applying GenAI Models to Modeling Financial Pattern

The 2024 Gradient AI Research Award has been presented to a distinguished team of researchers in recognition of their contributions to the intersection of finance and artificial intelligence. This award is presented annually to individuals or teams that have made notable contributions in advancing the AI domain, particularly through innovative solutions for practical applications.

Feb 9, 2024
Feb 9, 2024
Feb 9, 2024
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Gradient Team
Gradient Team
Gradient Team

Whitepaper: Widening the Wingspan of Foundational Models in Finance

Whitepaper: Widening the Wingspan of Foundational Models in Finance

Whitepaper: Widening the Wingspan of Foundational Models in Finance

Gradient's Albatross LLM is transforming the financial sector, enabling advanced AI applications that create significant ROI for financial institutions. Join Leo Pekelis, Gradient's Chief Scientist, as he dives into the development of Albatross, the impact of LLMs within the financial sector, and the challenges of crafting domain-specific models within finance.

Feb 7, 2024
Feb 7, 2024
Feb 7, 2024
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Gradient Team
Gradient Team
Gradient Team

Gradient Announces New Development Services to Bring You Custom AIs

Gradient Announces New Development Services to Bring You Custom AIs

Gradient Announces New Development Services to Bring You Custom AIs

Today we’re excited to announce our AI Development Lab, a new service from Gradient to help simplify the AI development process for enterprise customers. The AI Development Lab offers enterprise organizations a white glove, end-to-end development service to help build private, custom LLMs and AI copilots.

Feb 5, 2024
Feb 5, 2024
Feb 5, 2024
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Gradient Team
Gradient Team
Gradient Team

Introducing our Accelerator Block for RAG, The Only Way to Build RAG in Seconds

Introducing our Accelerator Block for RAG, The Only Way to Build RAG in Seconds

Introducing our Accelerator Block for RAG, The Only Way to Build RAG in Seconds

RAG can severely improve the accuracy and quality of the responses generated by LLMs. With Gradient’s newly announced Accelerator Block for RAG, we’re making it possible to set up RAG in seconds - removing friction and complexity. Best of all, it’s powered by best-of-breed technologies like LlamaIndex and MongoDB.

Jan 30, 2024
Jan 30, 2024
Jan 30, 2024
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Gradient Team
Gradient Team
Gradient Team

Alphatross LLM Now Available on Hugging Face

Alphatross LLM Now Available on Hugging Face

Alphatross LLM Now Available on Hugging Face

Today we’re excited to announce that Alphatross, an earlier version of Gradient's Albatross model is now available on Hugging Face - providing access to a state-of-the-art financial model to help accelerate AI transformation for financial institutions.

Jan 26, 2024
Jan 26, 2024
Jan 26, 2024
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Gradient Team
Gradient Team
Gradient Team

Introducing Accelerator Blocks, The Fastest Way to Develop AI

Introducing Accelerator Blocks, The Fastest Way to Develop AI

Introducing Accelerator Blocks, The Fastest Way to Develop AI

Getting started with AI development can be challenging and resource intensive, which is why we’re excited to introduce Gradient Accelerator Blocks - comprehensive building blocks, designed to accelerate AI development through a low-code, frictionless experience.

Jan 24, 2024
Jan 24, 2024
Jan 24, 2024
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Gradient Team
Gradient Team
Gradient Team

How Gradient’s Finance LLM, Albatross, Takes Responsible AI Into Consideration

How Gradient’s Finance LLM, Albatross, Takes Responsible AI Into Consideration

How Gradient’s Finance LLM, Albatross, Takes Responsible AI Into Consideration

With the rise of generative AI in financial services, financial institutions and technology providers must work together to navigate potential challenges and shape what responsible AI should look like to ensure that we are moving forward in the right direction.

Jan 2, 2024
Jan 2, 2024
Jan 2, 2024
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Gradient Team
Gradient Team
Gradient Team

Introducing the Haystack Integration

Introducing the Haystack Integration

Introducing the Haystack Integration

Today, Gradient is excited to announce the integration of its cutting-edge LLM development platform with the Haystack framework.

Dec 11, 2023
Dec 11, 2023
Dec 11, 2023
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Gradient Team
Gradient Team
Gradient Team

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