The IndexGuidesNews
AboutContribute

Parameter descriptions:

Base Model Data
Are datasources for training the base model comprehensively documented and freely made available? In case a distinction between base (foundation) and end (user) model is not applicable, this mirrors the end model data entries.
End User Model Data
Are datasources for training the model that the enduser interacts with comprehensively documented and freely made available?
Base Model Weights
Are the weights of the base models made freely available? In case a distinction between base (foundation) and end (user) model is not applicable, this mirrors the end model data entries.
End User Model Weights
Are the weights of the model that the enduser interacts with made freely available?
Training Code
Is the source code of datasource processing, model training and tuining comprehensively and freely made available?
Code Documentation
Is the source code of datasource processing, model training and tuning comprehensively documented?
Hardware Architecture
Is the hardware architecture used for datasource processing and model training comprehensively documented?
Preprint
Are archived preprint(s) are available that detail all major parts of the system including datasource processing, model training and tuning steps?
Paper
Are peer-reviewed scientific publications available that detail all major parts of the system including datasource processing, model training and tuning steps?
Modelcard
Is a model card in standardized format available that provides comprehensive insight on model architecture, training, fine-tuning, and evaluation are available?
Datasheet
Is a datasheet as defined in "Datasheets for Datasets" (Gebru et al. 2021) available?
Package
Is a packaged release of the model available on a software repository (e.g. a Python Package Index, Homebrew)?
API and Meta Prompts
Is an API available that provides unrestricted access to the model (other than security and CDN restrictions)? If applicable, this entry also collects information on the use and availability of meta prompts.
Licenses
Is the project fully covered by Open Source Initiative (OSI)-approved licenses, including all data sources and training pipeline code?

Command-R

by Cohere AI

Multilingual open LLM.
Text
Full
https://huggingface.co/CohereForAI/c4ai-command-r-v01
C4AI-Command-R-V01
Aya-23-35B
CC-BY-NC and C4AI acceptable use policy
Company developing an enterprise AI platform.
https://cohere.com
March 2024
Availability
Training Code
No codebase available to study or adjust model architecture, training, or inner workings.
Base Model Data
No documentation, listing or audit of pre-training data available. Cohere itself identifies it as coheretext-filtered and gives the size as 200Gb.
https://docs.cohere.com/docs/data-statement
End User Model Data
Aya Collection (Aya Open Science initiative) is a multilingual collection of 513 million instances of promts and completions including instruction-style templates.
https://huggingface.co/collections/CohereForAI/aya-datasets-660415741bd4852f01c81c77
Base Model Weights
No checkpoint or model prior to SFT and instruction-tuning made available
End User Model Weights
Fine-tuned model weights made available for download
https://huggingface.co/CohereForAI/c4ai-command-r-v01/tree/main
Documentation
Code Documentation
No source code available, so no documentation of code.
Hardware Architecture
Architecture only sparsely documented.
Preprint
No preprint appears to be made available at this time.
Paper
No paper known to document the Cohere Command R+ model or architecture.
Modelcard
Model card on HF document some aspects but provides no data on training data, instruction-tuning methods
https://huggingface.co/CohereForAI/c4ai-command-r-v01-4bit
Datasheet
Datasheet not available.
Access
Package
Model available on Ollama.
https://ollama.com/library/command-r
API and Meta Prompts
API access available only when signing up.
Licenses
Licensed under CC-BY-NC and requires agreeing to C4AI acceptable use policy
https://docs.cohere.com/docs/c4ai-acceptable-use-policy
Is this information not up to date?
Contribute here ->

Supported by the Centre for Language Studies and the Dutch Research Council. Website design & development © 2024 by BSTN. This version of the index generated 09 Apr 2025, website content last updated 23 Apr 2025.