Downloads · 30 days
15
19% of all-time downloads
Mistral_Sparse_refined_web_graceful_reg_90p_2024-03-14
thrunlab/Mistral_Sparse_refined_web_graceful_reg_90p_2024-03-14
Mistral_Sparse_refined_web_graceful_reg_90p_2024-03-14 is a text generation model from thrunlab. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
79
Public
Parameters
7.2B
44 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors14.8 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- sparse_mistral
- Access
- Public
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024
- SHA
- dd481c52
Try a prompt
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_Sparse_refined_web_graceful_reg_90p_2024-03-14
This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.1992
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 0
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- total_eval_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.6978 | 0.01 | 25 | 2.3995 |
| 3.651 | 0.02 | 50 | 2.3858 |
| 3.6755 | 0.02 | 75 | 2.3870 |
| 3.5904 | 0.03 | 100 | 2.4495 |
| 3.5636 | 0.04 | 125 | 2.4981 |
| 3.4337 | 0.05 | 150 | 2.5197 |
| 3.3356 | 0.06 | 175 | 2.5215 |
| 3.3829 | 0.06 | 200 | 2.5234 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- transformers
- Type
- sparse_mistral
- License
- apache-2.0
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024