File size: 1,671 Bytes
b8aa672 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 |
---
license: other
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: IlyaGusev/saiga_llama3_8b
model-index:
- name: qdora
results: []
---
<!-- 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. -->
# qdora
This model is a fine-tuned version of [IlyaGusev/saiga_llama3_8b](https://huggingface.co/IlyaGusev/saiga_llama3_8b) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5287
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:------:|:----:|:---------------:|
| 1.794 | 0.1389 | 25 | 1.6986 |
| 1.6478 | 0.2778 | 50 | 1.6411 |
| 1.5549 | 0.4167 | 75 | 1.5937 |
| 1.4962 | 0.5556 | 100 | 1.5652 |
| 1.4841 | 0.6944 | 125 | 1.5430 |
| 1.563 | 0.8333 | 150 | 1.5320 |
| 1.51 | 0.9722 | 175 | 1.5287 |
### Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1 |