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openllama-7b-icl
itsliupeng/openllama-7b-icl
openllama-7b-icl is a text generation model from itsliupeng. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Train openllama-7b with in-context leanrning
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Dec 8, 2023
- Updated
- Jan 11, 2024
- SHA
- e61d7498
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Model card
From the Hugging Face model README
Train openllama-7b with in-context leanrning
A Reproduction of OpenLLaMA using 128 H100 GPUs in Bfloat16.
The pretrain data consists of Falcon, Starcoder, and the wikipedia, arxiv, books, stackexchange from RedPajama. In total, this encompassed nearly 1 trillion tokens.
The model was trained over a single epoch, incorporating 2000 warm-up steps and a cosine learning rate schedule, starting at 3e-5 with 4M batch size.
The sole distinction from the OpenLLaMA 7B Base lies in the organization of Falcon documents, which follows the methodology outlined in this arXiv paper.
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Dec 8, 2023
- Updated
- Jan 11, 2024