Downloads · 30 days
13
33% of all-time downloads
KoboldAI_-_fairseq-dense-355M-4bits
RichardErkhov/KoboldAI_-_fairseq-dense-355M-4bits
KoboldAI_-_fairseq-dense-355M-4bits 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.
All-time downloads
40
Public
Parameters
359M
274 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors274 MB · 99%
Parameter types
How the weights are stored.
U8302M · 84%
Try a prompt
Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
fairseq-dense-355M - bnb 4bits
- 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