Downloads · 30 days
11
29% of all-time downloads
finetuningnewmodule4
Zintoulou/finetuningnewmodule4
finetuningnewmodule4 is a machine learning model from Zintoulou. 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 llama2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
38
Public
Parameters
6.7B
13.6 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors13.5 GB · 100%
At a glance
- Library
- peft
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Feb 1, 2024
- Updated
- Feb 1, 2024
- SHA
- df6d8d6e
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. -->
finetuningnewmodule4
This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9178
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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.688 | 1.0 | 1 | 2.7462 |
| 2.261 | 2.0 | 2 | 2.2006 |
| 1.7646 | 3.0 | 3 | 1.9486 |
| 1.518 | 4.0 | 4 | 1.7189 |
| 1.2896 | 5.0 | 5 | 1.4255 |
| 0.9851 | 6.0 | 6 | 1.1951 |
| 0.7157 | 7.0 | 7 | 1.0503 |
| 0.496 | 8.0 | 8 | 0.9871 |
| 0.3614 | 9.0 | 9 | 0.9348 |
| 0.2587 | 10.0 | 10 | 0.9178 |
Framework versions
- Transformers 4.36.0
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.1
Training procedure
Framework versions
- PEFT 0.6.0
- Library
- peft
- Type
- llama
- License
- llama2
- Created
- Feb 1, 2024
- Updated
- Feb 1, 2024