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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?

AquilaChat

by Beijing Academy of Artificial Intelligence

Bilingual (English-Chinese) language model.
Text
Full
https://huggingface.co/BAAI/AquilaChat2-70B-Expr
Aquila2-70B-Expr
AquilaChat2-70B-Expr
BAAI Aquila Model Licence Agreement
Chinese non-profit AI lab.
https://www.baai.ac.cn/en/
November 2023
Availability
Training Code
Training code made available through GitHub.
https://github.com/FlagOpen/FlagScalehttps://github.com/FlagAI-Open/Aquila2
Base Model Data
Paper thoroughly outlines pretraining data sources.
https://arxiv.org/pdf/2408.07410
End User Model Data
No explicit mention in paper of which instruction data was used.
https://arxiv.org/pdf/2408.07410
Base Model Weights
Weights available through HuggingFace.
https://huggingface.co/BAAI/Aquila2-70B-Expr
End User Model Weights
Weights available through HuggingFace.
https://huggingface.co/BAAI/AquilaChat2-70B-Expr
Documentation
Code Documentation
Code sparsely documented. Quite a few examples are provided.
https://github.com/FlagOpen/FlagScalehttps://github.com/FlagAI-Open/Aquila2
Hardware Architecture
Training setup outlined in paper.
https://arxiv.org/pdf/2408.07410
Preprint
Preprint available through arXiv.
https://arxiv.org/pdf/2408.07410
Paper
No peer-reviewed version of the paper available.
Modelcard
Model card only provides information about inference and licensing.
https://huggingface.co/BAAI/AquilaChat2-70B-Expr
Datasheet
Data sheets available for some data sources.
https://arxiv.org/pdf/2408.07410
Access
Package
No package found.
API and Meta Prompts
API accessible through WeChat.
https://github.com/FlagAI-Open/Aquila2/blob/main/assets/wechat-qrcode.jpg
Licenses
BAAI Aquila Model Licence Agreement, not an OSI-approved license.
https://huggingface.co/BAAI/AquilaChat2-70B-Expr/blob/main/BAAI-Aquila-70B-Model-License-Agreement.pdf.pdf
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