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KoboldAI_-_fairseq-dense-355M-8bits
RichardErkhov/KoboldAI_-_fairseq-dense-355M-8bits
KoboldAI_-_fairseq-dense-355M-8bits is a text generation model from RichardErkhov. Use it when you need the model to write or continue text. It is set up for transformers.
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354M
407 MB on disk
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.safetensors407 MB · 99%
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I8302M · 85%
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
fairseq-dense-355M - bnb 8bits
- Model creator: https://huggingface.co/KoboldAI/
- Original model: https://huggingface.co/KoboldAI/fairseq-dense-355M/
Original model description:
language: en
This is a Hugging Face transformers-compatible conversion of the original dense 355M-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. | 27.99 |
| ARC (25-shot) | 25.43 |
| HellaSwag (10-shot) | 46.67 |
| MMLU (5-shot) | 25.3 |
| TruthfulQA (0-shot) | 39.19 |
| Winogrande (5-shot) | 52.88 |
| GSM8K (5-shot) | 0.0 |
| DROP (3-shot) | 6.48 |
- Task
- Text Generation
- Library
- transformers
- Type
- xglm
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024