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likhith00/README.md

Hi 👋, I'm likhith prudhivi

Welcome to my GitHub profile! I'm a passionate machine learning engineer with a focus on large language models. With expertise in Python and a variety of frameworks and tools, I strive to innovate and contribute to the field of natural language processing (NLP) and artificial intelligence (AI).

likhith00

leepruz25

  • 👯 I’m looking to collaborate on Generative AI related projects.

  • 💬 Ask me about Generative AI

  • 📫 How to reach me [email protected]

Connect with me:

leepruz25 likhith-prudhivi-177884193/

Languages and Tools:

azure c docker git linux opencv pandas postman python pytorch scikit_learn seaborn

My Work

NLP Finetuning

downstream task Dataset Base Model link to fine tuned model link to the project
Text Classification likhith231/enron_spam_small roberta-base likhith231/roberta-base-lora-text-classification Click Here
Text Translation likhith231/wmt_en_ro_7000 Helsinki-NLP/opus-mt-en-ro likhith231/opus-mt-en-ro-finetuned-en-to-ro Click Here
Text Summarization Truncated version of samsum T5-small T5-small-summarization Click Here
Question Answering Truncated version of Squad distilbert-base-uncased likhith231/distilbert-base-uncased-finetuned-squad Click Here
Text Generation mlabonne/guanaco-llama2-1k Llama-2-7b-chat-hf likhith231/llama-2-7b-miniguanaco Click Here

Parameter Efficient Finetuning

Source: Huggingface

category technique downstream task dataset model repository link
Prompt Based Prompt Tuning Text Classification RAFT/Twitter_complaints bigscience/bloomz-560m Click Here
Prompt Based P Tuning Sequence classification GLUE/MRPC RoBERTa-large Click Here
Prompt Based Prefix tuning Sentiment Classification financial_phrasebank/sentences_all_agree google-t5/t5-large Click here..
LoRA based LoRA Text Classification likhith231/enron_spam_small roberta-base likhith231/roberta-base-lora-text-classification
LoRA based LoHa Image Classification food101 google/vit-base-patch16-224-in21k Click Here..
LoRA based LoKr Image Classification food101 google/vit-base-patch16-224-in21k Click Here..
LoRA based AdaLoRA - - - -

My Stats

likhith00

 likhith00

Popular repositories Loading

  1. Image_classification_using_Feature_Extraction Image_classification_using_Feature_Extraction Public

    This project performs fine tuning of a deep learning architecture to our model to improve its accuracy

    Jupyter Notebook 1

  2. image-classification image-classification Public

    Image classification involves predicting the class of object/objects in image. There are different types of classifications based on class and labels. This is a single object single label image cla…

    Jupyter Notebook 1

  3. simple_dvc_demo simple_dvc_demo Public archive

    Jupyter Notebook

  4. car_prices car_prices Public

    this is a sample implementation

    Jupyter Notebook

  5. activity_tracking activity_tracking Public

    Python

  6. probing-ar-language-models probing-ar-language-models Public

    Forked from michaeljneely/probing-ar-language-models

    We investigate the extent to which popular recurrent and attention-based neural models trained with an auto-regressive language modeling objective can represent the hierarchical nature of language …

    Jupyter Notebook