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fairseq-dense-13B
KoboldAI/fairseq-dense-13B
fairseq-dense-13B is a text generation model from KoboldAI. Use it when you need the model to write or continue text. It is set up for transformers.
This is a Hugging Face transformers-compatible conversion of the original dense 13B-parameter model from the paper "Efficient Large Scale Language Modeling with Mixtures of Experts" from Artetxe et al. Please refer to…
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- xglm
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Nov 18, 2023
- SHA
- df54a993
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Model card
From the Hugging Face model README
This is a Hugging Face transformers-compatible conversion of the original dense 13B-parameter model from the paper "Efficient Large Scale Language Modeling with Mixtures of Experts" from Artetxe et al. Please refer to the original model card, which can be found at https://github.com/facebookresearch/fairseq/blob/main/examples/moe_lm/model_card.md.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 37.53 |
| ARC (25-shot) | 40.36 |
| HellaSwag (10-shot) | 75.51 |
| MMLU (5-shot) | 27.07 |
| TruthfulQA (0-shot) | 32.83 |
| Winogrande (5-shot) | 67.96 |
| GSM8K (5-shot) | 0.0 |
| DROP (3-shot) | 18.96 |
- Task
- Text Generation
- Library
- transformers
- Type
- xglm
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Nov 18, 2023