Downloads · 30 days
4
29% of all-time downloads
mistral-instruct-resumebot
aryarishit/mistral-instruct-resumebot
mistral-instruct-resumebot is a machine learning model from aryarishit. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
14
Public
Repo size
8.4 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors8.4 MB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Jul 8, 2024
- Updated
- Jul 8, 2024
- SHA
- 82ceccc3
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. -->
mistral-instruct-resumebot
This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8528
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: 0.0002
- train_batch_size: 4
- eval_batch_size: 4
- 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: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.0684 | 0.7273 | 2 | 3.2486 |
| 2.4659 | 1.8182 | 5 | 2.7598 |
| 2.1876 | 2.9091 | 8 | 2.4245 |
| 1.9866 | 4.0 | 11 | 2.1931 |
| 2.7635 | 4.7273 | 13 | 2.0712 |
| 1.7349 | 5.8182 | 16 | 1.9333 |
| 1.671 | 6.9091 | 19 | 1.8615 |
| 1.3639 | 7.2727 | 20 | 1.8528 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- Jul 8, 2024
- Updated
- Jul 8, 2024