Downloads · 30 days
4
29% of all-time downloads
sft_openassistant-guanaco
ke-lly/sft_openassistant-guanaco
sft_openassistant-guanaco is a machine learning model from ke-lly. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
14
Public
Repo size
236 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors9.4 MB · 74%
At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Feb 27, 2024
- Updated
- Mar 28, 2024
- SHA
- 43f999db
Base models
Datasets
Model card
From the Hugging Face model README
<!-- 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. -->
sft_openassistant-guanaco
This model is a fine-tuned version of openai-community/gpt2 on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 3.1064
- Accuracy: 0.0190
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: 1.41e-05
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 20
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 3.7182 | 0.01 | 3 | 3.1069 | 0.0190 |
| 3.3356 | 0.02 | 6 | 3.1068 | 0.0190 |
| 3.2158 | 0.03 | 9 | 3.1066 | 0.0190 |
| 3.4288 | 0.04 | 12 | 3.1065 | 0.0190 |
| 3.5899 | 0.04 | 15 | 3.1064 | 0.0190 |
| 3.6934 | 0.05 | 18 | 3.1064 | 0.0190 |
Framework versions
- PEFT 0.9.0
- Transformers 4.37.0
- Pytorch 2.0.0+cu118
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- peft
- License
- mit
- Created
- Feb 27, 2024
- Updated
- Mar 28, 2024