Downloads · 30 days
20
24% of all-time downloads
llama3_finetuned_peft
divyahegde07/llama3_finetuned_peft
llama3_finetuned_peft is a machine learning model from divyahegde07. 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
85
Public
Repo size
8.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors73.4 MB · 80%
At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Nov 4, 2024
- Updated
- Nov 5, 2024
- SHA
- 3c1a1bda
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. -->
llama3_finetuned_peft
This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2842
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2971 | 1.0 | 1500 | 0.2842 |
Framework versions
- PEFT 0.13.2
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3.2
- Created
- Nov 4, 2024
- Updated
- Nov 5, 2024