Downloads · 30 days
8
44% of all-time downloads
summary_trainer_v4.5
dchatca/summary_trainer_v4.5
summary_trainer_v4.5 is a machine learning model from dchatca. 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 afl-3.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
18
Public
Repo size
1.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.3 GB · 100%
At a glance
- Library
- peft
- License
- afl-3.0
- Access
- Public
- Created
- Mar 23, 2024
- Updated
- Mar 24, 2024
- SHA
- fd2bfa8c
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. -->
results
This model is a fine-tuned version of Viet-Mistral/Vistral-7B-Chat on an unknown dataset.
Model description
Được prompt tuning với sys prompt là "Hãy tóm tắt bài báo sau đây với độ dài khoảng {_len} từ" với _len là độ dài của trường Sum_Content trong tập dataset: (https://huggingface.co/datasets/dchatca/vn-economic-articles-summary-remove-2?row=0)
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: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.3
- num_epochs: 2
Training results
Framework versions
- PEFT 0.7.1
- Transformers 4.36.1
- Pytorch 2.1.2
- Datasets 2.1.0
- Tokenizers 0.15.2
- Library
- peft
- License
- afl-3.0
- Created
- Mar 23, 2024
- Updated
- Mar 24, 2024