llm-fine-tuning

Schematic Blueprint for Finetuning LLM (e.g. Qwen or Llama) for text classification using LORA. Output model can have original or modified head (e.g. for SequenceClassification).

lora sequence-classification llm llm-fine-tuning

Updated Jan 20, 2025

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Jatin-Mehra119 / Essay-Scoring-Modeling

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This repository contains all the notebooks, resources, and documentation used to develop and evaluate models for the Automated Essay Scoring (AES) Kaggle competition. The project aims to build an open-source solution for automated essay evaluation to support educators and provide timely feedback to students.

text-classification linear-regression lightgbm essay-scoring llm-fine-tuning

Updated Dec 30, 2024

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Jatin-Mehra119 / Plagiarism-detector-using-smolLM-

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A web app for detecting plagiarism between two PDFs. Users can upload PDF files, and the app will detect plagiarism by leveraging a fine-tuned LLM model (SmolLM2-135M) trained on the MIT Plagiarism Detection Dataset.

huggingface-transformers llm-training llm-fine-tuning

Updated Jan 15, 2025

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paraglondhe098 / sentiment-classification-llm

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Implemented and fine-tuned BERT for a custom sequence classification task, leveraging LoRA adapters for efficient parameter updates and 4-bit quantization to optimize performance and resource utilization.

nlp lora quantization data-augmentation nlp-augmentation llm qlora llm-fine-tuning peft-fine-tuning-llm llm-quantization

Updated Dec 30, 2024

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ethicalabs-ai / FlowerTune-Mistral-7B-Instruct-v0.3-Medical

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FlowerTune LLM on Medical Dataset

machine-learning ai ml federated-learning federated-learning-framework llm-training mistralai llm-finetuning mistral-7b llm-fine-tuning

Updated Dec 3, 2024

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ethicalabs-ai / FlowerTune-phi-4-NLP

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FlowerTune LLM on NLP Dataset

microsoft machine-learning ai ml federated-learning federated-learning-framework llm-training llm-finetuning llm-fine-tuning phi-4 microsoft-phi-4

Updated Jan 15, 2025

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Tanmoy0077 / Text-To-SQL

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Llama 3 fine-tuning to generate SQL statements from Text inputs.

data-preprocessing text-to-sql llm-fine-tuning llama3

Updated Jan 19, 2025

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ethicalabs-ai / FlowerTune-SmolLM2-1.7B-Instruct-Finance

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FlowerTune LLM on Finance Dataset (sentiment analysis)

machine-learning ai ml transformers federated-learning federated-learning-framework transformers-models llm-training llm-finetuning llm-fine-tuning huggingface-smollm2

Updated Feb 11, 2025

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BY571 / ARC-TTT

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ARC-Test-Time-Training (ARC-TTT)

arc fine-tuning test-time-augmentation abstract-reasoning test-time-adaptation test-time-training llm-training llm-finetuning llm-fine-tuning arc-agi

Updated Jan 15, 2025

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0xnu / fine_tune_llm_docker

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Fine-tune large language models (LLMs) using the Hugging Face Transformers library.

docker llm llm-inference llm-finetuning llm-fine-tuning

Updated Apr 1, 2024

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ethicalabs-ai / FlowerTune-xLSTM-7b-NLP

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FlowerTune LLM on NLP Dataset

machine-learning ai ml lstm-model lstm-neural-networks federated-learning federated-learning-framework llm-training llm-finetuning llm-fine-tuning xlstm

Updated Jan 21, 2025

Python

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llm-fine-tuning

Here are 17 public repositories matching this topic...

intel / neural-speed

pdaicode / awesome-LLMs-finetuning

TDRoss / DNA-LLM

ethicalabs-ai / FlowerTune-Qwen2.5-Coder-0.5B-Instruct

hishamp3 / codeDetection

ethicalabs-ai / FlowerTune-Qwen2.5-7B-Instruct-Medical

v-ade-r / LLM-Finetuning-using-LORA

Jatin-Mehra119 / Essay-Scoring-Modeling

Jatin-Mehra119 / Plagiarism-detector-using-smolLM-

paraglondhe098 / sentiment-classification-llm

ethicalabs-ai / FlowerTune-Mistral-7B-Instruct-v0.3-Medical

ethicalabs-ai / FlowerTune-phi-4-NLP

Tanmoy0077 / Text-To-SQL

ethicalabs-ai / FlowerTune-SmolLM2-1.7B-Instruct-Finance

BY571 / ARC-TTT

0xnu / fine_tune_llm_docker

ethicalabs-ai / FlowerTune-xLSTM-7b-NLP

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