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CT-LLM

by Multimodal Art Projection

About the model:

Chinese-only model

Model type:

Text

Model performance class:

Full

Link to the model:

https://huggingface.co/m-a-p/CT-LLM-SFT-DPO

Base models:

CT-LLM-Base

End model:

CT-LLM-SFT-DPO

End model license:

Apache-2.0

About the organisation:

Open-source AI research community.

Link to the organisation:

https://m-a-p.ai/

Model release date:

April 2024

Availability

Base Model Data

No information about data sources found.

End User Model Data

List of datasets provided. Synthetic data used and not disclosed.

https://huggingface.co/m-a-p/CT-LLM-SFT-DPO https://arxiv.org/pdf/2404.04167 https://huggingface.co/datasets/m-a-p/COIG-CQIA https://data.baai.ac.cn/details/OL-CC https://huggingface.co/datasets/BAAI/COIG-PC https://huggingface.co/datasets/argilla/OpenHermesPreferences https://huggingface.co/datasets/Skepsun/cvalues_rlhf https://github.com/HIT-SCIR/huozi https://huggingface.co/datasets/liyucheng/zhihu_rlhf_3k https://github.com/hiyouga/LlamaFactory https://github.com/PKU-Alignment/beavertails

Base Model Weights

https://huggingface.co/m-a-p/CT-LLM-Base

End User Model Weights

https://huggingface.co/m-a-p/CT-LLM-SFT-DPO

Training Code

https://github.com/multimodal-art-projection/Megatron-LM-NEO/tree/5215161b12485e5f09eb93b3997d7f3233d9fda9/neo

Documentation

Code Documentation

https://github.com/Chinese-Tiny-LLM/Chinese-Tiny-LLM

Hardware Architecture

https://github.com/Chinese-Tiny-LLM/Chinese-Tiny-LLM?tab=readme-ov-file

Preprint

https://arxiv.org/abs/2404.04167

Paper

Paper accepted at COLM.

https://openreview.net/forum?id=RCdoMrg4I0

Modelcard

https://huggingface.co/m-a-p/CT-LLM-SFT-DPO

Datasheet

Access

Licenses

Weights: Apache-2.0. Code: CC-BY-4.0. Data: various licenses, some unknown and/or unclear.

https://huggingface.co/m-a-p/CT-LLM-SFT-DPO https://arxiv.org/pdf/2404.04167 https://huggingface.co/datasets/m-a-p/COIG-CQIA https://data.baai.ac.cn/details/OL-CC https://huggingface.co/datasets/BAAI/COIG-PC https://huggingface.co/datasets/argilla/OpenHermesPreferences https://huggingface.co/datasets/Skepsun/cvalues_rlhf https://github.com/HIT-SCIR/huozi https://huggingface.co/datasets/liyucheng/zhihu_rlhf_3k https://github.com/hiyouga/LlamaFactory https://github.com/PKU-Alignment/beavertails

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