metadata
license: llama4
library_name: transformers
base_model:
- meta-llama/Llama-4-Scout-17B-16E
RoadXpert-AI-V1-109B MoE
The Cogito v2 LLMs are instruction tuned generative models. All models are released under an open license for commercial use.
- Cogito v2 models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
- The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
- The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
- In both standard and reasoning modes, Cogito v2-preview models outperform their size equivalent counterparts on common industry benchmarks.
- This model is trained in over 30 languages and supports long contexts (upto 10M tokens).
Evaluations
Here is the model performance on some standard industry benchmarks:
For detailed evaluations, please refer to the Blog Post.
Usage
Here is a snippet below for usage with Transformers:
License
This repository and the model weights are licensed under the Llama 4 Community License Agreement (Llama models' default license agreement). All fine-tuning, dataset curation, and optimization have been performed by Arijit Rakshit (2025) and others.
Contact
If you would like to reach out to our team, send an email to contact@deepcogito.com.