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peft-fine-tuning-llm

Here are 45 public repositories matching this topic...

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

transformers chatbots hf huggingface vector-database large-language-models langchain fine-tuning-llm peft-fine-tuning-llm

Updated Oct 27, 2024
Jupyter Notebook

satyampurwar / large-language-models

Unlocking the Power of Generative AI: In-Context Learning, Instruction Fine-Tuning and Reinforcement Learning Fine-Tuning.

memory-management bert conda-environment kl-divergence encoder-decoder-model proximal-policy-optimization encoder-model storage-management megacmd model-quantization large-language-models prompt-engineering generative-ai reinforcement-learning-from-human-feedback flan-t5 few-shot-prompting low-rank-adaptation reinforcement-learning-from-ai-feedback peft-fine-tuning-llm instruction-fine-tuning

Updated Oct 25, 2024
Jupyter Notebook

akthammomani / Casual_Conversation_Chatbot

Build a Multi-turn Conversations Chit-Chat Bot

pandas-dataframe batch-normalization lora embedding-models attention-mechanism lstm-neural-networks bidirectional-lstm glove-embeddings spacy-nlp gradient-clipping early-stopping datagenerator gpt-2 wandb streamlit-webapp streamlit-application t5-small peft-fine-tuning-llm

Updated Oct 22, 2024
Jupyter Notebook

etechoptimist / generative_ai

This repository contains a collection of generative AI models and applications designed for various tasks such as text generation, image synthesis, and style transfer. The models leverage cutting-edge architectures like GPT, GANs, and VAEs, enabling users to explore different generative tasks.

nlp gpt2 low-rank-adaptation sst-2 peft-fine-tuning-llm

Updated Oct 17, 2024
Jupyter Notebook

TUDB-Labs / MoE-PEFT

An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT

peft peft-fine-tuning-llm mixlora mlora

Updated Oct 9, 2024
Python

AminaMOUDJAR / Exploring-different-optimization-techniques-for-LLM

Practical work of my master's thesis

lora peft-fine-tuning-llm

Updated Oct 4, 2024
Jupyter Notebook

silvererudite / generative-ai

practical projects using LLM, VLM and Diffusion models

sam knowledge-graph vlm rag huggingface gpt-4 llm stable-diffusion mistral-7b peft-fine-tuning-llm llama3 qwen2-vl

Updated Sep 29, 2024
Jupyter Notebook

zeyadusf / Finetuning-LLMs

Finetuning Large Language Models

text-classification text-generation summarization lora quantization finetuning roberta bert-model distilbert deberta t5-model llms finetuning-llms llama2 peft-fine-tuning-llm

Updated Sep 25, 2024

brown-palm / AntGPT

Official code implemtation of paper AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?

deep-learning peft vision-and-language video-forecasting gpt4 large-language-models gpt-35-turbo llama2 peft-fine-tuning-llm

Updated Sep 23, 2024
Python

jvoliveirag / Woodie.ai

The transformation of education starts here! Where AI and educational robotics come together to provide the best learning experience.

education ai robotics stem peft-fine-tuning-llm

Updated Sep 19, 2024
TypeScript

zeyadusf / topics-in-nlp-llm

In this repo I will share different topics on anything I want to know in nlp and llms

nlp lora quantization peft bpe llms peft-fine-tuning-llm

Updated Sep 16, 2024

wuweilun / NTU-DLCV-2023

NTU Deep Learning for Computer Vision 2023 course

deep-learning classification clip captioning-images zero-shot-learning domain-adaptation segmentaion self-supervised-learning diffusion-models byol-pytorch imagegeneration viewsynthesis peft-fine-tuning-llm

Updated Sep 2, 2024
Jupyter Notebook

NOLA

UCDvision / NOLA

Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"

transformers vision lora peft large-language-models peft-fine-tuning-llm

Updated Aug 25, 2024
Python

erdemormann / kanarya-and-trendyol-classification-tests

Test results of Kanarya and Trendyol models with and without fine-tuning techniques on the Turkish tweet hate speech detection dataset.

python tweets classification feature-engineering fine-tuning hate-speech-detection trendyol llms llms-benchmarking peft-fine-tuning-llm kanarya trendyol-llm

Updated Aug 23, 2024
Jupyter Notebook

SahilBarbade1203 / Generative_AI_and_Large_Language_Models

Institute Technical Summer Project -23/24

word-embeddings text-summarization skip-grams lstm-sentiment-analysis llm t5-base instruction-finetuning custom-summary google-flan finetuning-vs-adapter-tuning peft-fine-tuning-llm

Updated Aug 13, 2024
Jupyter Notebook

CZboop / Micro-Genre-Generator

Fine-tuning an LLM to generate musical micro-genres

python nlp machine-learning ai lora fine-tuning peft large-language-models llm peft-fine-tuning-llm

Updated Aug 5, 2024
Python

zeyadusf / Summarization-by-Finetuning-FlanT5-LoRA

nlp summarization lora fine-tuning peft llm peft-fine-tuning-llm

Updated Aug 3, 2024
Jupyter Notebook

Arya920 / Natural_Language_To_SQL_Queries

The task of this project is to Convert Natural Language to SQL Queries

transformers mysql-database lora sqllite streamlit huggingface-transformer huggingface-datasets deepseek-coder peft-fine-tuning-llm gemma-2b

Updated Aug 2, 2024
Python

doguilmak / FineTune-DiaSum-PEFT-LoRA

PEFT and LoRA to fine-tune large language models for dialogue summarization, reducing computational resources for broader application.

torch lora peft-fine-tuning-llm

Updated Jul 31, 2024
Jupyter Notebook

qiqinyi / GenAI-with-LLMs

My lab work of “Generative AI with Large Language Models” course offered by DeepLearning.AI and Amazon Web Services on coursera.

python machine-learning kl-divergence proximal-policy-optimization llms generative-ai flan-t5 low-rank-adaptation parameter-efficient-fine-tuning peft-fine-tuning-llm

Updated Jul 31, 2024
Jupyter Notebook

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