Downloads · 30 days
0
Llama2_7B_chat_arithmetic
Jukaboo/Llama2_7B_chat_arithmetic
Llama2_7B_chat_arithmetic is a machine learning model from Jukaboo. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Jan 17, 2024
Repo size
7.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin16.8 MB · 46%
At a glance
- Access
- Public
- Created
- Dec 19, 2023
- Updated
- Jan 17, 2024
- SHA
- 89e7c67a
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. -->
Llama2_7B_chat_arithmetic
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0525
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: 0.002
- 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: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9153 | 0.2 | 94 | 1.6186 |
| 0.5407 | 0.4 | 188 | 2.4259 |
| 0.6913 | 0.6 | 282 | 1.3859 |
| 0.8195 | 0.8 | 376 | 1.0525 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Created
- Dec 19, 2023
- Updated
- Jan 17, 2024