Downloads · 30 days
49
13% of all-time downloads
sft-zephyr-7b-beta-v1
hllj/sft-zephyr-7b-beta-v1
sft-zephyr-7b-beta-v1 is a text generation model from hllj. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
368
Public
Repo size
1.6 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin218 MB · 50%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Nov 17, 2023
- Updated
- Nov 18, 2023
- SHA
- dbaa786b
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. -->
sft-zephyr-7b-beta-v1
This model is a fine-tuned version of HuggingFaceH4/zephyr-7b-beta on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4927
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: 3e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.0538 | 0.19 | 50 | 1.1364 |
| 0.7744 | 0.37 | 100 | 0.7777 |
| 0.5936 | 0.56 | 150 | 0.6507 |
| 0.5449 | 0.74 | 200 | 0.6087 |
| 0.501 | 0.93 | 250 | 0.5840 |
| 0.5752 | 1.12 | 300 | 0.5552 |
| 0.4542 | 1.3 | 350 | 0.5419 |
| 0.5115 | 1.49 | 400 | 0.5243 |
| 0.4224 | 1.67 | 450 | 0.5188 |
| 0.4486 | 1.86 | 500 | 0.5055 |
| 0.3865 | 2.04 | 550 | 0.5038 |
| 0.4193 | 2.23 | 600 | 0.5048 |
| 0.4294 | 2.42 | 650 | 0.4995 |
| 0.4077 | 2.6 | 700 | 0.5014 |
| 0.4667 | 2.79 | 750 | 0.4985 |
| 0.4226 | 2.97 | 800 | 0.4937 |
| 0.4195 | 3.16 | 850 | 0.4920 |
| 0.338 | 3.35 | 900 | 0.4923 |
| 0.3943 | 3.53 | 950 | 0.4926 |
| 0.3953 | 3.72 | 1000 | 0.4927 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- mit
- Created
- Nov 17, 2023
- Updated
- Nov 18, 2023