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Description

Alpa is designed to simplify the process of automating extensive distributed training and serving with minimal coding effort. Originally created by a team at Sky Lab, UC Berkeley, it employs several advanced techniques documented in a paper presented at OSDI'2022. The Alpa community continues to expand, welcoming new contributors from Google. A language model serves as a probability distribution over sequences of words, allowing it to foresee the next word based on the context of preceding words. This capability proves valuable for various AI applications, including email auto-completion and chatbot functionalities. For further insights, one can visit the Wikipedia page dedicated to language models. Among these models, GPT-3 stands out as a remarkably large language model, boasting 175 billion parameters and utilizing deep learning to generate text that closely resembles human writing. Many researchers and media outlets have characterized GPT-3 as "one of the most interesting and significant AI systems ever developed," and its influence continues to grow as it becomes integral to cutting-edge NLP research and applications. Additionally, its implementation has sparked discussions about the future of AI-driven communication tools.

Description

In honor of Cleopatra, whose magnificent fate concluded amidst the tragic incident involving a snake, we are excited to introduce Codestral Mamba, a Mamba2 language model specifically designed for code generation and released under an Apache 2.0 license. Codestral Mamba represents a significant advancement in our ongoing initiative to explore and develop innovative architectures. It is freely accessible for use, modification, and distribution, and we aspire for it to unlock new avenues in architectural research. The Mamba models are distinguished by their linear time inference capabilities and their theoretical potential to handle sequences of infinite length. This feature enables users to interact with the model effectively, providing rapid responses regardless of input size. Such efficiency is particularly advantageous for enhancing code productivity; therefore, we have equipped this model with sophisticated coding and reasoning skills, allowing it to perform competitively with state-of-the-art transformer-based models. As we continue to innovate, we believe Codestral Mamba will inspire further advancements in the coding community.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

AI-FLOW No 
Amazon Bedrock No 
Deep Infra No 
Expanse No 
Graydient AI No 
HoneyHive No 
Humiris AI No 
Kiin No 
Klee No 
Lunary No 
Microsoft Foundry Agent Service No 
Motific.ai No 
NexalAI No 
Noma No 
PHP No 
Rust No 
Toolmark No 
Unify AI No 
Verta No 
bolt.diy No 

Integrations

AI-FLOW Yes 
Amazon Bedrock Yes 
Deep Infra Yes 
Expanse Yes 
Graydient AI Yes 
HoneyHive Yes 
Humiris AI Yes 
Kiin Yes 
Klee Yes 
Lunary Yes 
Microsoft Foundry Agent Service Yes 
Motific.ai Yes 
NexalAI Yes 
Noma Yes 
PHP Yes 
Rust Yes 
Toolmark Yes 
Unify AI Yes 
Verta Yes 
bolt.diy Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Alpa

Website

opt.alpa.ai/

Vendor Details

Company Name

Mistral AI

Country

France

Website

mistral.ai/news/codestral-mamba/

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

Alternatives

GPT-4 Reviews

GPT-4

OpenAI

Alternatives

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BERT

Google
Mistral Code Reviews

Mistral Code

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LUIS

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Falcon Mamba 7B

Technology Innovation Institute (TII)
Codestral Reviews

Codestral

Mistral AI