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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?

StarChat

by HuggingFace

StarCoder-based model by HuggingFace.
Code
Latest
https://huggingface.co/HuggingFaceH4/starchat2-15b-v0.1
StarCoder2-15B
StarChat2-15B-v0.1
BigCode OpenRAIL-M v1 license agreement
HuggingFace, a large AI platform.
https://www.huggingface.co/
May 2024
Availability
Training Code
No repository containing training code found.
Base Model Data
Unfiltered data sources described in paper.
https://arxiv.org/pdf/2402.19173
End User Model Data
Data sources for end model published on HuggingFace. Data sources for intermediate model not published.
https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarizedhttps://huggingface.co/datasets/HuggingFaceH4/orca_dpo_pairs
Base Model Weights
Weights made available on HuggingFace.
https://huggingface.co/HuggingFaceH4/starchat2-15b-v0.1
End User Model Weights
Weights made available on HuggingFace.
https://huggingface.co/bigcode/starcoder2-15b
Documentation
Code Documentation
No code, so no documentation.
Hardware Architecture
Training setup documented in model card.
https://huggingface.co/HuggingFaceH4/starchat2-15b-v0.1
Preprint
No preprint found.
Paper
No paper found.
Modelcard
Model card contains the requisite information.
https://huggingface.co/HuggingFaceH4/starchat2-15b-v0.1
Datasheet
Data sheets exist for end model data sources, but not intermediate model ones.
https://huggingface.co/datasets/HuggingFaceH4/ultrafeedback_binarizedhttps://huggingface.co/datasets/HuggingFaceH4/orca_dpo_pairs
Access
Package
No package found.
API and Meta Prompts
API available through HuggingFace inference.
https://huggingface.co/HuggingFaceH4/starchat2-15b-v0.1
Licenses
BigCode OpenRAIL-M v1 license agreement, not an OSI-approved license.
https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1
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