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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?

Arabic StableLM

by StabilityAI

Arabic-tuned model.
Text
Full
https://huggingface.co/stabilityai/ar-stablelm-2-chat
StableLM-2-1.6B
Arabic-StableLM-2-Chat
Stability AI Non-Commercial Research Community License Agreement
UK-based AI company known for its diffusion models.
https://stability.ai/
July 2024
Availability
Training Code
Training done using an open-source library.
https://github.com/axolotl-ai-cloud/axolotl
Base Model Data
Data sources for base model outlined in corresponding paper.
https://arxiv.org/pdf/2402.17834
End User Model Data
Data sources for fine-tune outlined in corresponding paper.
https://arxiv.org/pdf/2412.04277
Base Model Weights
Weights available through HuggingFace.
https://huggingface.co/stabilityai/stablelm-2-1_6b
End User Model Weights
Weights available through HuggingFace.
https://huggingface.co/stabilityai/ar-stablelm-2-chat
Documentation
Code Documentation
Training library is well-documented.
https://github.com/axolotl-ai-cloud/axolotl/tree/main/docs
Hardware Architecture
Hardware architecture thoroughly documented in paper.
https://arxiv.org/pdf/2412.04277
Preprint
Preprint made available through arXiv.
https://arxiv.org/pdf/2412.04277
Paper
No published version of the paper available.
Modelcard
Model card comprehensively documents the model.
https://huggingface.co/stabilityai/ar-stablelm-2-chat
Datasheet
Datasheets and documentation available for fine-tuning datasets used. Base model data sources contain a few data sources without data sheets and a few datasets which are now unavailable.
https://huggingface.co/datasets/CohereForAI/aya_datasethttps://huggingface.co/datasets/ClusterlabAi/InstAr-500k
Access
Package
No package found.
API and Meta Prompts
No API found.
Licenses
Stability AI Non-Commercial Research Community License Agreement, not an OSI-approved license.
https://huggingface.co/stabilityai/ar-stablelm-2-chat#model-details
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