Downloads · 30 days
69
1% of all-time downloads
GALAXY_v03_slimorca_1_epoch_50k
TeeZee/GALAXY_v03_slimorca_1_epoch_50k
GALAXY_v03_slimorca_1_epoch_50k is a text generation model from TeeZee. 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.
Experiment, can DUS be taken one or more steps further?
All-time downloads
8.8K
Public
Parameters
16B
31.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors31.9 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Mar 24, 2024
- Updated
- Mar 30, 2024
- SHA
- 3a3d6356
Try a prompt
Datasets
Model card
From the Hugging Face model README
TeeZee/GALAXY-XB-v1.03
Experiment, can DUS be taken one or more steps further?
Technical notes:
- model v03 finetuned on 50k entries from SlimOrca dataset
- 12 layers removed from both models, 4 more than in original paper but its 1/4 of all layers(48) as per original paper.
- base version of upstage/SOLAR-10.7B-v1.0 used for merge
To evaluate
- model performance after finetuning, did it recover initial performance loss after merge?
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 57.04 |
| AI2 Reasoning Challenge (25-Shot) | 62.71 |
| HellaSwag (10-Shot) | 84.58 |
| MMLU (5-Shot) | 65.17 |
| TruthfulQA (0-shot) | 47.30 |
| Winogrande (5-shot) | 82.48 |
| GSM8k (5-shot) | 0.00 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Mar 24, 2024
- Updated
- Mar 30, 2024