|
--- |
|
license: apache-2.0 |
|
tags: |
|
- generated_from_trainer |
|
datasets: |
|
- pszemraj/HC3-textgen-qa |
|
metrics: |
|
- accuracy |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# HC3-textgen-qa-pythia-6.9b-deduped-r1 |
|
|
|
This model is a fine-tuned version of [EleutherAI/pythia-6.9b-deduped](https://huggingface.co/EleutherAI/pythia-6.9b-deduped) on the pszemraj/HC3-textgen-qa dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.2372 |
|
- Accuracy: 0.6769 |
|
|
|
## Model description |
|
|
|
Text generation model trained on the HC3 text data of human questions + chatGPT answers. |
|
|
|
|
|
## Intended uses & limitations |
|
|
|
More information needed |
|
|
|
## Training and evaluation data |
|
|
|
```yaml |
|
model-index: |
|
- name: pythia-6.9b-hc3-qa-assistant |
|
results: |
|
- task: |
|
name: Causal Language Modeling |
|
type: text-generation |
|
dataset: |
|
name: pszemraj/HC3-textgen-qa |
|
metrics: |
|
- name: Accuracy |
|
type: accuracy |
|
value: 0.6768941789814655 |
|
``` |
|
|
|
|
|
## Training procedure |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
|
|:-------------:|:-----:|:----:|:---------------:|:--------:| |
|
| 1.2598 | 0.99 | 79 | 1.3291 | 0.6496 | |
|
| 0.7446 | 1.99 | 158 | 1.2372 | 0.6769 | |
|
|
|
|