Downloads · 30 days
6
5% of all-time downloads
Mistral-7B_task-2_60-samples_config-1
GaetanMichelet/Mistral-7B_task-2_60-samples_config-1
Mistral-7B_task-2_60-samples_config-1 is a machine learning model from GaetanMichelet. 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
120
Public
Repo size
2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors168 MB · 98%
At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Aug 23, 2024
- Updated
- Aug 23, 2024
- SHA
- dc3f0f22
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. -->
Mistral-7B_task-2_60-samples_config-1
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.3 on the GaetanMichelet/chat-60_ft_task-2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5375
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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9616 | 0.8696 | 5 | 0.8768 |
| 0.7463 | 1.9130 | 11 | 0.6409 |
| 0.6311 | 2.9565 | 17 | 0.5873 |
| 0.5306 | 4.0 | 23 | 0.5467 |
| 0.4454 | 4.8696 | 28 | 0.5375 |
| 0.3475 | 5.9130 | 34 | 0.5507 |
| 0.2291 | 6.9565 | 40 | 0.6329 |
| 0.1245 | 8.0 | 46 | 0.7403 |
| 0.0548 | 8.8696 | 51 | 0.8630 |
| 0.0302 | 9.9130 | 57 | 0.8626 |
| 0.014 | 10.9565 | 63 | 0.9664 |
| 0.0152 | 12.0 | 69 | 0.9425 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.0
- Pytorch 2.1.2+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- Type
- mistral
- License
- apache-2.0
- Created
- Aug 23, 2024
- Updated
- Aug 23, 2024