Mosaic ML

Mosaic ML

Open-source platform for generative AI models

About Mosaic ML

Simplify's Rating
Why Mosaic ML is rated
B
Rated C on Competitive Edge
Rated A on Growth Potential
Rated B on Rating Differentiation

Industries

Data & Analytics

Cybersecurity

AI & Machine Learning

Company Size

51-200

Company Stage

Acquired

Total Funding

$62.3M

Headquarters

San Francisco, California

Founded

2021

Overview

Mosaic ML focuses on training and deploying generative AI models for businesses that need AI solutions for tasks like code generation and data analysis. Their platform allows clients to integrate Large Language Models (LLMs) into their applications easily. It is user-friendly, enabling quick deployment of AI models while ensuring data security and cost-effectiveness, with potential savings of up to 15 times. Clients retain full control of their data, which is essential in today's environment. Mosaic ML also provides services for training and serving large AI models at scale, managing complex tasks like orchestration and infrastructure. The platform is designed to work with existing data pipelines and is cloud-agnostic, making it flexible for various business needs. The goal of Mosaic ML is to empower businesses to leverage AI technologies efficiently and effectively.

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Simplify's Take

What believers are saying

  • Collaboration with Oracle enhances infrastructure efficiency and cost savings for clients.
  • The release of MPT-7B-8K showcases MosaicML's commitment to advancing AI model capabilities.
  • Acquisition by Databricks could accelerate growth and innovation in the AI sector.

What critics are saying

  • OLMo's open access model poses a competitive threat to MosaicML's offerings.
  • Potential AI bubble burst could reduce investment in AI startups like MosaicML.
  • Shrinking venture capital megafunds may limit MosaicML's access to large-scale funding.

What makes Mosaic ML unique

  • MosaicML offers a user-friendly open-source platform for integrating large language models.
  • The platform is cloud-agnostic, ensuring flexibility across various cloud environments.
  • MosaicML provides commercial licenses, adding a revenue stream beyond open-source offerings.

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Funding

Total Funding

$62.3M

Above

Industry Average

Funded Over

2 Rounds

Acquisition funding comparison data is currently unavailable. We're working to provide this information soon!
Acquisition Funding Comparison
Coming Soon

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

2%

2 year growth

4%
Forbes
Feb 5th, 2024
How Olmo From Ai2 Redefines Llm Innovation

OLMo LLM AI2The Allen Institute for AI created the Open Language Model, or OLMo, which is an open-source large language model with the aim of advancing the science of language models through open research. It marks a major milestone in the evolution of large language models.Unlike current open large language models like Llama and Mistral, which might limit access to their training data, architectures, or evaluation methodologies, OLMo stands out by providing full access to its pre-training data, training code, model weights, and evaluation suite. This openness is aimed at empowering academics and researchers to collectively study and advance the field of language modeling.OLMo represents a collaborative effort to advance the science of language models. The developers behind the LLM have a mission to empower academics and researchers by providing access to training code, models, and evaluation code necessary for open research.OLMo's architecture is built on AI2’s Dolma dataset, which features a three trillion-token open corpus. It includes full model weights for four model variants at the 7B scale, each trained to at least 2T tokens. OLMo's innovative aspects include its training approaches, size, and the diversity of data it was trained on

Analytics India Magazine
Jan 2nd, 2024
MosaicML Announces Beyond Chinchilla-Optimal for LLM Scaling Laws in Inference

MosaicML has unveiled its latest research, titled "Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws."

LangLabs
Nov 6th, 2023
Exciting Updates from the AI Industry: British Startups, Accessible AI, and Cutting-Edge Innovations

Weights & Biases has partnered with @MosaicML to provide a FREE course covering LLM Evaluation, Dataset Curation, Distributed Training, and Practical Tips from industry experts.

Blocks and Files
Oct 25th, 2023
Storage news ticker - October 25

Arcion's software will be integrated into MosaicML's GenAI software.

PYMNTS
Oct 15th, 2023
Venture Capital Founder: Ai Bubble Will ‘Pop’ But Tech Will Persist

Is the artificial intelligence (AI) bubble set to burst soon?It will likely happen in the next year, Yanev Suissa, the founder of venture capital firm SineWave Ventures, told Seeking Alpha in an interview published Saturday (Oct. 14). Still, that doesn’t mean the technology isn’t worthwhile, he added.“AI is the next revolution in tech, but it’s also been around forever,” Suissa said. “It’s one of those things that’s going to pop and it’ll be a huge pop. And then it’ll sort itself out, right?”He described a scenario in which a generative AI chatbot will put forth something inappropriate dealing with race, or with the 2024 U.S. presidential election, uprooting the AI industry

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