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openllama-7b-base
itsliupeng/openllama-7b-base
openllama-7b-base 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.
A Reproduction of OpenLLaMA using 128 H100 GPUs in Bfloat16.
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Repo size
27 GB
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6
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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
- Mar 7, 2024
- SHA
- 8dca8ed2
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Model card
From the Hugging Face model README
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.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 47.09 |
| AI2 Reasoning Challenge (25-Shot) | 46.16 |
| HellaSwag (10-Shot) | 76.40 |
| MMLU (5-Shot) | 42.82 |
| TruthfulQA (0-shot) | 36.65 |
| Winogrande (5-shot) | 70.88 |
| GSM8k (5-shot) | 9.63 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Dec 8, 2023
- Updated
- Mar 7, 2024