End of training
Browse files
README.md
CHANGED
|
@@ -6,6 +6,8 @@ tags:
|
|
| 6 |
- sft
|
| 7 |
- generated_from_trainer
|
| 8 |
base_model: google/gemma-2b
|
|
|
|
|
|
|
| 9 |
model-index:
|
| 10 |
- name: gemma-2b-dolly-qa
|
| 11 |
results: []
|
|
@@ -16,7 +18,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 16 |
|
| 17 |
# gemma-2b-dolly-qa
|
| 18 |
|
| 19 |
-
This model is a fine-tuned version of [google/gemma-2b](https://huggingface.co/google/gemma-2b) on
|
|
|
|
|
|
|
| 20 |
|
| 21 |
## Model description
|
| 22 |
|
|
@@ -46,6 +50,26 @@ The following hyperparameters were used during training:
|
|
| 46 |
- lr_scheduler_warmup_ratio: 0.05
|
| 47 |
- training_steps: 1480
|
| 48 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49 |
### Framework versions
|
| 50 |
|
| 51 |
- PEFT 0.10.0
|
|
|
|
| 6 |
- sft
|
| 7 |
- generated_from_trainer
|
| 8 |
base_model: google/gemma-2b
|
| 9 |
+
datasets:
|
| 10 |
+
- generator
|
| 11 |
model-index:
|
| 12 |
- name: gemma-2b-dolly-qa
|
| 13 |
results: []
|
|
|
|
| 18 |
|
| 19 |
# gemma-2b-dolly-qa
|
| 20 |
|
| 21 |
+
This model is a fine-tuned version of [google/gemma-2b](https://huggingface.co/google/gemma-2b) on the generator dataset.
|
| 22 |
+
It achieves the following results on the evaluation set:
|
| 23 |
+
- Loss: 2.0198
|
| 24 |
|
| 25 |
## Model description
|
| 26 |
|
|
|
|
| 50 |
- lr_scheduler_warmup_ratio: 0.05
|
| 51 |
- training_steps: 1480
|
| 52 |
|
| 53 |
+
### Training results
|
| 54 |
+
|
| 55 |
+
| Training Loss | Epoch | Step | Validation Loss |
|
| 56 |
+
|:-------------:|:-------:|:----:|:---------------:|
|
| 57 |
+
| 2.918 | 1.6393 | 100 | 2.5702 |
|
| 58 |
+
| 2.4342 | 3.2787 | 200 | 2.2747 |
|
| 59 |
+
| 2.2482 | 4.9180 | 300 | 2.1601 |
|
| 60 |
+
| 2.1554 | 6.5574 | 400 | 2.0971 |
|
| 61 |
+
| 2.1022 | 8.1967 | 500 | 2.0698 |
|
| 62 |
+
| 2.0806 | 9.8361 | 600 | 2.0544 |
|
| 63 |
+
| 2.0651 | 11.4754 | 700 | 2.0437 |
|
| 64 |
+
| 2.0439 | 13.1148 | 800 | 2.0359 |
|
| 65 |
+
| 2.0369 | 14.7541 | 900 | 2.0302 |
|
| 66 |
+
| 2.034 | 16.3934 | 1000 | 2.0263 |
|
| 67 |
+
| 2.0249 | 18.0328 | 1100 | 2.0236 |
|
| 68 |
+
| 2.0174 | 19.6721 | 1200 | 2.0218 |
|
| 69 |
+
| 2.0154 | 21.3115 | 1300 | 2.0203 |
|
| 70 |
+
| 2.0145 | 22.9508 | 1400 | 2.0198 |
|
| 71 |
+
|
| 72 |
+
|
| 73 |
### Framework versions
|
| 74 |
|
| 75 |
- PEFT 0.10.0
|