GitHub - samay-jain/Fine_tuning_Distilbert_Model_using_LoRA_Low-Rank-Adaptation: Parameter-efficient fine-tuning of DistilBERT using LoRA for sentiment and topic classification, with CLI, API, and interactive chatbot interfaces. · GitHub

Name		Name	Last commit message	Last commit date
__pycache__		__pycache__
checkpoints		checkpoints
lora-sentiment-improved		lora-sentiment-improved
lora-sentiment		lora-sentiment
lora-topic		lora-topic
.gitignore		.gitignore
api_service.py		api_service.py
chat_fine_tune_models.py		chat_fine_tune_models.py
lora_text_simpler.py		lora_text_simpler.py
requirements.txt		requirements.txt
rustup-init.exe		rustup-init.exe
test_api.py		test_api.py
train_and_chat.py		train_and_chat.py

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Parameter-efficient fine-tuning of DistilBERT using LoRA for sentiment and topic classification, with CLI, API, and interactive chatbot interfaces.

ag-news bert cuda deep-learning distilbert fine-tuning huggingface imdb-dataset lora machine-learning nlp parameter-efficient-fine-tuning peft pytorch sentiment-analysis text-classification topic-classification transfer-learning transformers

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