LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch
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Jul 24, 2023 - Jupyter Notebook
#
low-rank-adaptation
Here are 27 public repositories matching this topic...
[SIGIR'24] The official implementation code of MOELoRA.
multi-task
peft
multitask-learning
mixture-of-experts
large-language-models
chatglm
low-rank-adaptation
parameter-efficient-fine-tuning
peft-fine-tuning-llm
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Jul 22, 2024 - Python
Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only.
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Aug 25, 2023 - Python
A generalized framework for subspace tuning methods in parameter efficient fine-tuning.
adapter
natural-language-processing
glue
llama
lora
pretrained-models
natural-language-generation
natural-language-understanding
commonsense-reasoning
soft-prompt-tuning
low-rank-adaptation
llama2-7b
parameter-efficient-fine-tuning
subject-driven-generation
llama3-8b
subspace-tuning
lora-dash
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Sep 16, 2024 - Python
This repository contains the lab work for Coursera course on "Generative AI with Large Language Models".
reinforcement-learning
transformer
kl-divergence
proximal-policy-optimization
large-language-models
prompt-engineering
flan-t5
instruction-finetuning
low-rank-adaptation
reward-model
parameter-efficient-fine-tuning
llm-evaluation
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Dec 1, 2023 - Jupyter Notebook
The simplest repository & Neat implementation of different Lora methods for training/fine-tuning Transformer-based models (i.e., BERT, GPTs). [ Research purpose ]
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Apr 2, 2024 - Jupyter Notebook
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
pytorch
lora
low-rank-approximation
peft
large-language-models
llm
low-rank-adaptation
finetuning-llms
galore
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Mar 7, 2024 - Python
Easy wrapper for inserting LoRA layers in CLIP.
lora
multimodal
multimodal-deep-learning
image-text-matching
parameter-efficient-tuning
vision-language-pretraining
low-rank-adaptation
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Jun 16, 2024 - Python
Explanation of Programming Errors using Open-source LLMs
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Oct 8, 2024 - Jupyter Notebook
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
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Jul 31, 2024 - Jupyter Notebook
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Sep 9, 2024 - Python
Long term project about a custom AI architecture. Consist of cutting-edge technique in machine learning such as Flash-Attention, Group-Query-Attention, ZeRO-Infinity, BitNet, etc.
python
machine-learning
deep-learning
jupyter-notebook
pytorch
transformer
bitnet
pytorch-lightning
vision-transformer
large-language-models
low-rank-adaptation
flash-attention
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Oct 15, 2024 - Python
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
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Oct 25, 2024 - Jupyter Notebook
PersonifAI is an AI-powered platform delivering personalized, multilingual educational content and real-time adaptive learning for postgraduate students.
natural-language-processing
text-to-speech
artificial-intelligence
adaptive-learning
machine-learning-models
education-technology
education-platform
personalised-learning
language-model-finetuning
huggingface-transformers
generative-ai
low-rank-adaptation
retrieval-augmented-generation
seamless-m4t
multilingual-education
4-bit-quantisation
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Nov 10, 2024 - Jupyter Notebook
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Jun 19, 2024 - Jupyter Notebook
A Low-Rank Adaptation of a pretrained Stable Diffusion model that generates background scenery. Trained with PyTorch, and deployed with AWS EC2 and Ngrok.
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Jul 3, 2024 - TypeScript
Advanced AI-driven tool for generating unique video game characters using Stable Diffusion, DreamBooth, and LoRa adaptations. Enhances creativity with customizable, high-quality character designs, tailored specifically for game developers and artists.
machine-learning
deep-learning
neural-network
artificial-intelligence
digital-art
image-generation
lora
game-art
video-game-development
creative-ai
ai-art
character-design
stable-diffusion
dreambooth
low-rank-adaptation
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May 18, 2024 - Jupyter Notebook
Efficient fine-tuned large language model (LLM) for the task of sentiment analysis using the IMDB dataset.
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Jun 3, 2024 - Python
Music-gen model fine-tuned to generate music in the style of the Violet Evergarden Original Soundtrack.
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Jul 3, 2024 - Jupyter Notebook
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.
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Nov 7, 2024 - Jupyter Notebook
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