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What is Mistral NeMo?

We are excited to unveil Mistral NeMo, our latest and most sophisticated small model, boasting an impressive 12 billion parameters and a vast context length of 128,000 tokens, all available under the Apache 2.0 license. In collaboration with NVIDIA, Mistral NeMo stands out in its category for its exceptional reasoning capabilities, extensive world knowledge, and coding skills. Its architecture adheres to established industry standards, ensuring it is user-friendly and serves as a smooth transition for those currently using Mistral 7B. To encourage adoption by researchers and businesses alike, we are providing both pre-trained base models and instruction-tuned checkpoints, all under the Apache license. A remarkable feature of Mistral NeMo is its quantization awareness, which enables FP8 inference while maintaining high performance levels. Additionally, the model is well-suited for a range of global applications, showcasing its ability in function calling and offering a significant context window. When benchmarked against Mistral 7B, Mistral NeMo demonstrates a marked improvement in comprehending and executing intricate instructions, highlighting its advanced reasoning abilities and capacity to handle complex multi-turn dialogues. Furthermore, its design not only enhances its performance but also positions it as a formidable option for multi-lingual tasks, ensuring it meets the diverse needs of various use cases while paving the way for future innovations.

What is MedGemma?

MedGemma is a groundbreaking collection of Gemma 3 variants tailored specifically for superior analysis of medical texts and images. This tool equips developers with the means to swiftly create AI applications that are focused on healthcare solutions. At present, MedGemma features two unique variants: a multimodal version boasting 4 billion parameters and a text-only variant that has an impressive 27 billion parameters. The 4B model utilizes a SigLIP image encoder, which has been thoroughly pre-trained on a diverse set of anonymized medical data, including chest X-rays, dermatological visuals, ophthalmological images, and histopathological slides. Additionally, its language model is trained on a broad spectrum of medical datasets, encompassing radiological images and various pathology-related visuals. MedGemma 4B is available in both pre-trained formats, identified with the suffix -pt, and instruction-tuned variants, indicated by the suffix -it. For the majority of use cases, the instruction-tuned version is the preferred starting point, adding significant value for developers. This advancement not only enhances the capability of AI in the healthcare sector but also paves the way for new innovations in medical technology. Ultimately, MedGemma marks a transformative step forward in the application of artificial intelligence in medicine.

Media

Media

Integrations Supported

AI-FLOW
AlphaCorp
AnythingLLM
BlueGPT
Fleak
Gemini Enterprise Agent Platform
Kiin
Klee
Langflow
Literal AI
Mathstral
Microsoft Foundry Agent Service
Mirascope
Motific.ai
PostgresML
R
Rust
Weave
bolt.diy
thisorthis.ai

Integrations Supported

AI-FLOW
AlphaCorp
AnythingLLM
BlueGPT
Fleak
Gemini Enterprise Agent Platform
Kiin
Klee
Langflow
Literal AI
Mathstral
Microsoft Foundry Agent Service
Mirascope
Motific.ai
PostgresML
R
Rust
Weave
bolt.diy
thisorthis.ai

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Mistral AI

Date Founded

2023

Company Location

France

Company Website

mistral.ai/news/mistral-nemo/

Company Facts

Organization Name

Google DeepMind

Date Founded

2010

Company Location

United Kingdom

Company Website

deepmind.google/models/gemma/medgemma/

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