Llama-3-Ko-OpenOrca
Model Details
Model Description
Original model: beomi/Llama-3-Open-Ko-8B (2024.04.24 버전)
Dataset: kyujinpy/OpenOrca-KO
Training details
Training: Axolotl을 이용해 LoRA-8bit로 4epoch 학습 시켰습니다.
- sequence_len: 4096
- bf16
학습 시간: A6000x2, 6시간
Evaluation
- 0 shot kobest
| Tasks | n-shot | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| kobest_boolq | 0 | acc | 0.5021 | ± | 0.0133 |
| kobest_copa | 0 | acc | 0.6920 | ± | 0.0146 |
| kobest_hellaswag | 0 | acc | 0.4520 | ± | 0.0223 |
| kobest_sentineg | 0 | acc | 0.7330 | ± | 0.0222 |
| kobest_wic | 0 | acc | 0.4881 | ± | 0.0141 |
- 5 shot kobest
| Tasks | n-shot | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| kobest_boolq | 5 | acc | 0.7123 | ± | 0.0121 |
| kobest_copa | 5 | acc | 0.7620 | ± | 0.0135 |
| kobest_hellaswag | 5 | acc | 0.4780 | ± | 0.0224 |
| kobest_sentineg | 5 | acc | 0.9446 | ± | 0.0115 |
| kobest_wic | 5 | acc | 0.6103 | ± | 0.0137 |
License:
- Downloads last month
- 1,680
This model does not have enough activity to be deployed to Inference API (serverless) yet.
Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.