Downloads · 30 days
3
43% of all-time downloads
huTaoBot-ft
Octopussss/huTaoBot-ft
huTaoBot-ft is a machine learning model from Octopussss. 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
7
Public
Repo size
8.4 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors8.4 MB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Jun 29, 2024
- Updated
- Jun 29, 2024
- SHA
- bd1d8c00
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. -->
HuTaoBot-ft
This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0727
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.558 | 0.9895 | 47 | 1.3035 |
| 1.0713 | 2.0 | 95 | 1.0835 |
| 0.895 | 2.9895 | 142 | 0.9973 |
| 0.7621 | 4.0 | 190 | 0.9700 |
| 0.7046 | 4.9895 | 237 | 0.9687 |
| 0.6208 | 6.0 | 285 | 0.9818 |
| 0.578 | 6.9895 | 332 | 1.0058 |
| 0.5257 | 8.0 | 380 | 1.0421 |
| 0.5017 | 8.9895 | 427 | 1.0556 |
| 0.4695 | 9.8947 | 470 | 1.0727 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- Jun 29, 2024
- Updated
- Jun 29, 2024