Downloads · 30 days
13
7% of all-time downloads
trainings
AbdulHannanMujawar/trainings
trainings is a text generation model from AbdulHannanMujawar. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
200
Public
Repo size
67.7 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors33.6 MB · 93%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024
- SHA
- 9ff0bb60
Try a prompt
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. -->
trainings
This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the Salesforce/dialogstudio dataset. It achieves the following results on the evaluation set:
- Loss: 1.7917
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0904 | 0.4 | 22 | 2.0811 |
| 1.92 | 0.8 | 44 | 1.9022 |
| 1.7317 | 1.2 | 66 | 1.8018 |
| 1.7906 | 1.6 | 88 | 1.7928 |
| 1.7903 | 2.0 | 110 | 1.7917 |
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.6
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Feb 11, 2024
- Updated
- Feb 11, 2024