Downloads · 30 days
21
29% of all-time downloads
llama_1b_step2_batch_v7
danielgombas/llama_1b_step2_batch_v7
llama_1b_step2_batch_v7 is a text generation model from danielgombas. 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
73
Public
Parameters
1.2B
2.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.5 GB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Oct 29, 2024
- Updated
- Oct 29, 2024
- SHA
- b09d837e
Try a prompt
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. -->
llama_1b_step2_batch_v6
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3421
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 40
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6666 | 0.2725 | 50 | 0.7040 |
| 0.5175 | 0.5450 | 100 | 0.4999 |
| 0.392 | 0.8174 | 150 | 0.4077 |
| 0.2482 | 1.0899 | 200 | 0.3762 |
| 0.2476 | 1.3624 | 250 | 0.3570 |
| 0.2042 | 1.6349 | 300 | 0.3457 |
| 0.2602 | 1.9074 | 350 | 0.3421 |
Framework versions
- Transformers 4.46.0
- Pytorch 2.1.0+cu118
- Datasets 3.0.2
- Tokenizers 0.20.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Oct 29, 2024
- Updated
- Oct 29, 2024