Downloads · 30 days
10
15% of all-time downloads
fighthealthinsurance_model_v0.2
TotallyLegitCo/fighthealthinsurance_model_v0.2
fighthealthinsurance_model_v0.2 is a text generation model from TotallyLegitCo. 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
68
Public
Repo size
30 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin15 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Dec 1, 2023
- Updated
- Dec 1, 2023
- SHA
- 6a7eb19d
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_fine_out
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: 1.6421
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: 5e-06
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 10
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.03 | 0.02 | 1 | 1.6078 |
| 1.5326 | 0.21 | 12 | 1.4826 |
| 1.2782 | 0.42 | 24 | 1.5081 |
| 1.3156 | 0.64 | 36 | 1.4893 |
| 1.2574 | 0.85 | 48 | 1.4917 |
| 1.1626 | 1.04 | 60 | 1.5082 |
| 1.0598 | 1.25 | 72 | 1.5306 |
| 0.9951 | 1.46 | 84 | 1.5466 |
| 1.0857 | 1.67 | 96 | 1.5489 |
| 0.9132 | 1.88 | 108 | 1.5578 |
| 0.8121 | 2.07 | 120 | 1.6026 |
| 0.8045 | 2.28 | 132 | 1.6182 |
| 0.7936 | 2.5 | 144 | 1.6254 |
| 0.8375 | 2.71 | 156 | 1.6253 |
| 0.8142 | 2.92 | 168 | 1.6263 |
| 0.7413 | 3.11 | 180 | 1.6344 |
| 0.7193 | 3.32 | 192 | 1.6420 |
| 0.7481 | 3.53 | 204 | 1.6422 |
| 0.7588 | 3.74 | 216 | 1.6421 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Dec 1, 2023
- Updated
- Dec 1, 2023