Downloads · 30 days
186
2% of all-time downloads
quan-1.8b-chat
qnguyen3/quan-1.8b-chat
quan-1.8b-chat is a text generation model from qnguyen3. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
All-time downloads
11.9K
Public
Repo size
7.3 GB
Likes
11
Public
Repo makeup
Click a slice to open those files.
.bin3.7 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- other
- Model type
- llama
- Access
- Public
- Created
- Jan 16, 2024
- Updated
- Feb 21, 2024
- SHA
- 7ca2f794
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. -->
Quan-1.8b
Qwen-1.8B finetuned on bilingual English-Vietnamese Data.
Prompt Template
ChatML, same as VinaLlama
<|im_start|>system
Bạn là một trợ lí AI hữu ích. Hãy trả lời người dùng một cách chính xác.
<|im_end|>
<|im_start|>user
Hello world!<|im_end|>
<|im_start|>assistant
This model is a fine-tuned version of KnutJaegersberg/Qwen-1_8B-Llamafied on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8096
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: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- total_eval_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.8123 | 1.02 | 2356 | 0.8183 |
| 0.7358 | 2.02 | 4713 | 0.7790 |
| 0.6379 | 3.02 | 7071 | 0.7822 |
| 0.5762 | 3.94 | 9252 | 0.8096 |
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
- llama
- License
- other
- Created
- Jan 16, 2024
- Updated
- Feb 21, 2024