Downloads · 30 days
6
24% of all-time downloads
lora_0-3_3B
gulaschnascher4000/lora_0-3_3B
lora_0-3_3B is a machine learning model from gulaschnascher4000. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
25
Public
Repo size
65.9 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors48.7 MB · 74%
At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Jan 14, 2025
- Updated
- Jan 14, 2025
- SHA
- 1a5aca62
Base models
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. -->
lora_0-3_3B
This model is a fine-tuned version of meta-llama/Llama-3.2-3B on the gulaschnascher4000/stream-dataset-0-2 and the identity-chatgulaschpt datasets. It achieves the following results on the evaluation set:
- Loss: 1.7561
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: 8
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 32
- total_eval_batch_size: 4
- optimizer: Use OptimizerNames.ADAFACTOR and the args are: scale_parameter=True, relative_step=True, warmup_init=True, lr=None
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 0.5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6649 | 0.4505 | 500 | 1.7574 |
Framework versions
- PEFT 0.12.0
- Transformers 4.46.1
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Library
- peft
- License
- llama3.2
- Created
- Jan 14, 2025
- Updated
- Jan 14, 2025