opensolar-qlora-dpo / README.md
cockroach54's picture
Create README.md
3f91d63 verified
---
license: apache-2.0
language:
- ko
- en
library_name: transformers
datasets:
- davidkim205/kollm-converations
- davidkim205/kollm-comparision
---
just for practice
- trained by transformers, peft, bitsandbytes
- evaluated by https://github.com/davidkim205/kollm_evaluation
base model
- beomi/OPEN-SOLAR-KO-10.7B
| Tasks |Version|Filter|n-shot| Metric |Value | |Stderr|
|----------------|------:|------|-----:|--------|-----:|---|------|
|kobest_wic | 1|none | 0|acc |0.4873|± |0.0141|
| | |none | 0|f1 |0.3276|± |N/A |
|kobest_sentineg | 1|none | 0|acc |0.6499|± |0.0240|
| | |none | 0|f1 |0.6134|± |N/A |
|kobest_hellaswag| 1|none | 0|acc |0.4980|± |0.0224|
| | |none | 0|f1 |0.4952|± |N/A |
| | |none | 0|acc_norm|0.6280|± |0.0216|
|kobest_copa | 1|none | 0|acc |0.8030|± |0.0126|
| | |none | 0|f1 |0.8026|± |N/A |
|kobest_boolq | 1|none | 0|acc |0.8711|± |0.0089|
| | |none | 0|f1 |0.8710|± |N/A |
|ko_truthfulqa | 2|none | 0|acc |0.2717|± |0.0156|
|ko_hellaswag | 1|none | 0|acc |0.4109|± |0.0049|
| | |none | 0|acc_norm|0.5503|± |0.0050|
|ko_common_gen | 1|none | 0|acc |0.9041|± |0.0075|
| | |none | 0|acc_norm|0.9041|± |0.0075|
|ko_arc_easy | 1|none | 0|acc |0.3490|± |0.0139|
| | |none | 0|acc_norm|0.4326|± |0.0145|