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Llama2-sentiment_analysis_tamil_english
Tngarg/Llama2-sentiment_analysis_tamil_english
Llama2-sentiment_analysis_tamil_english is a text classification model from Tngarg. Use it when you need a label for a piece of text. It is set up for adapter-transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
196
Public
Repo size
134 MB
Likes
5
Public
Repo makeup
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At a glance
- Task
- Text Classification
- Library
- adapter-transformers
- Access
- Public
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023
- SHA
- fca5ef56
Base models
Datasets
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 meta-llama/Llama-2-7b-hf on codemixed tamil english dataset.
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: 8
- 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
- training_steps: 500
Training results
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- adapter-transformers
- Languages
- ta, en
- Created
- Sep 1, 2023
- Updated
- Sep 4, 2023