Downloads · 30 days
6
27% of all-time downloads
mistral7binstruct_summarize-v2
asahikuroki222/mistral7binstruct_summarize-v2
mistral7binstruct_summarize-v2 is a machine learning model from asahikuroki222. 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
22
Public
Repo size
27.8 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors27.3 MB · 92%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024
- SHA
- ba915186
Base models
Datasets
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. -->
mistral7binstruct_summarize-v2
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.6185
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: 1
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 0.03
- training_steps: 50
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2043 | 0.1 | 10 | 1.8384 |
| 1.8896 | 0.19 | 20 | 1.7382 |
| 1.8288 | 0.29 | 30 | 1.6616 |
| 1.6991 | 0.38 | 40 | 1.6320 |
| 1.7721 | 0.48 | 50 | 1.6185 |
Framework versions
- PEFT 0.10.0
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024