Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
Cohere’s Command A Reasoning stands as the company’s most sophisticated language model, specifically designed for complex reasoning tasks and effortless incorporation into AI agent workflows. This model exhibits outstanding reasoning capabilities while ensuring efficiency and controllability, enabling it to scale effectively across multiple GPU configurations and accommodating context windows of up to 256,000 tokens, which is particularly advantageous for managing extensive documents and intricate agentic tasks. Businesses can adjust the precision and speed of outputs by utilizing a token budget, which empowers a single model to adeptly address both precise and high-volume application needs. It serves as the backbone for Cohere’s North platform, achieving top-tier benchmark performance and showcasing its strengths in multilingual applications across 23 distinct languages. With an emphasis on safety in enterprise settings, the model strikes a balance between utility and strong protections against harmful outputs. Additionally, a streamlined deployment option allows the model to operate securely on a single H100 or A100 GPU, making private and scalable implementations more accessible. Ultimately, this combination of features positions Command A Reasoning as a powerful solution for organizations aiming to enhance their AI-driven capabilities.
Description
Step 3.5 Flash is a cutting-edge open-source foundational language model designed for advanced reasoning and agent-like capabilities, optimized for efficiency; it utilizes a sparse Mixture of Experts (MoE) architecture that activates only approximately 11 billion of its nearly 196 billion parameters per token, ensuring high-density intelligence and quick responsiveness. The model features a 3-way Multi-Token Prediction (MTP-3) mechanism that allows it to generate hundreds of tokens per second, facilitating complex multi-step reasoning and task execution while efficiently managing long contexts through a hybrid sliding window attention method that minimizes computational demands across extensive datasets or codebases. Its performance on reasoning, coding, and agentic tasks is formidable, often matching or surpassing that of much larger proprietary models, and it incorporates a scalable reinforcement learning system that enables continuous self-enhancement. Moreover, this innovative approach positions Step 3.5 Flash as a significant player in the field of AI language models, showcasing its potential to revolutionize various applications.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Hugging Face
Yes
Cohere
Yes
GitHub
No
ModelScope
No
arXiv
No
Integrations
Hugging Face
Yes
Cohere
No
GitHub
Yes
ModelScope
Yes
arXiv
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
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
Yes
iPad App
Yes
Android App
Yes
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
Yes
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
Yes
Live Training (Online)
No
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Cohere AI
Founded
2019
Country
Canada
Website
cohere.com/blog/command-a-reasoning
Vendor Details
Company Name
StepFun
Founded
2023
Country
China
Website
static.stepfun.com/blog/step-3.5-flash/