peft-fine-tuning-llm

There are 0 repository under peft-fine-tuning-llm topic.

nbasyl / DoRA
Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"
dora lora peft-fine-tuning-llm vllm
109
liuqidong07 / MOELoRA-peft
[SIGIR'24] The official implementation code of MOELoRA.
chatglm large-language-models low-rank-adaptation mixture-of-experts multi-task multitask-learning parameter-efficient-fine-tuning peft peft-fine-tuning-llm
Language:Python 93
NOLA
UCDvision / NOLA
Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"
large-language-models lora peft peft-fine-tuning-llm transformers vision
Language:Python 43
misonsky / HiFT
memory-efficient fine-tuning; support 24G GPU memory fine-tuning 7B
chinese-llama chinese-llama-65b large-language-models llama2 llama3 memory-efficient-tuning huggingface-transformers lora peft-fine-tuning-llm pytorch-implementation transformers
Language:Python 15
brown-palm / AntGPT
Official code implemtation of paper AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
deep-learning large-language-models video-forecasting vision-and-language gpt-35-turbo gpt4 llama2 peft peft-fine-tuning-llm
Language:Python 12
SkyuForever / CRE-LLM
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
chinese domain-specific fine-tuning large-language-models nlp relation-extraction peft-fine-tuning-llm
Language:Python 6
DALL-E
PRITHIVSAKTHIUR / DALL-E
High Quality Image Generation Model - Comes Under NGC Models @prithivmlmods
ai dall-e dalle2 dalle3 diffusers gradio huggingface image-generation peft peft-fine-tuning-llm text-to-image torch transformers
Language:Python 3
DongmingShenDS / Mistral_From_Scratch
Mistral and Mixtral (MoE) from scratch
kv-cache large-language-models mistral-7b mixtral-8x7b mixture-of-experts peft-fine-tuning-llm
Language:Python 2
sayan112207 / Text2SQL
Fine-tune StarCoder2-3b for SQL tasks on limited resources with LORA. LORA reduces model size for faster training on smaller datasets. StarCoder2 is a family of code generation models (3B, 7B, and 15B), trained on 600+ programming languages from The Stack v2 and some natural language text such as Wikipedia, Arxiv, and GitHub issues.
fine-tuning lora peft peft-fine-tuning-llm stack starcoder2
Language:Jupyter Notebook 2
swastikmaiti / Llama-2-7B-Chat-PEFT
PEFT is a wonderful tool that enables training a very large model in a low resource environment. Quantization and PEFT will enable widespread adoption of LLM.
huggingface llama2-7b peft peft-fine-tuning-llm quantization
Language:Jupyter Notebook 2
himanshuvnm / Foundation-Model-Large-Language-Model-FM-LLM
This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language Models. Extra and necessary details are given in the README.md file.
attention-is-all-you-need aws fine-tuning flan-t5 foundation-models generative-ai hate-speech-detection huggingface huggingface-transformers large-language-models lora ml-m5-2xlarge peft-fine-tuning-llm python3 pytorch rlhf rnn-pytorch low-rank-ada
Language:Jupyter Notebook 1
pankajrawat9075 / Dialog-Summarization-with-Generative-AI
Using Open-Source LLMs like FLAN-T5, built a Dialog Summarization model and did fine-tuning with DialogSum HF Dataset
fine-tuning flan-t5 generative-ai huggingface peft-fine-tuning-llm summarization
Language:Jupyter Notebook 1
shoryasethia / ConversationSummarizerLLM
Fine Tuning pegasus and flan-t5 pre-trained language model on dialogsum datasets for conversation summarization to to optimize context window in RAG-LLMs
dialogue-summarization fine-tuning flan-t5 lora peft peft-fine-tuning-llm pegasus
Language:Jupyter Notebook 1
babadue / unfathomableAI
Stumble upon a fine tuning that is unfathomable.
ai fine-tuning-llm peft-fine-tuning-llm unfathomable unfathomable-ai
Language:Jupyter Notebook 0
ishwar6 / transformers
This repo contains everything about transformers and NLP.
bert-embeddings cuda deep-learning embeddings fine-tuning fine-tuning-llm huggingface huggingface-transformers lora nlp nlp-datasets nlp-machine-learning peft-fine-tuning-llm python-nlp-projects pytorch qlora tensors tokenization transformer
Language:Python 0
jordandeklerk / OracleCoder
A QLoRA+ LLM Ensemble with Schema-Linking for Text-to-SQL Generation
artificial-intelligence deep-learning llms lora machine-learning peft-fine-tuning-llm
Language:Jupyter Notebook 0
kHarshit / llm-projects
LLM projects
bert flan-t5 gpt large-language-models llm lora prompt-engineering text-summarization few-shot-learning llm-project machine-translation peft-fine-tuning-llm retrieval-augmented-generation visual-question-answering
Language:Jupyter Notebook 0
nikhil-chigali / AdapterBERT
This project is an implementation of the paper: Parameter-Efficient Transfer Learning for NLP, Houlsby [Google], ICML 2019.
adapters bert bert-fine-tuning llms parameter-efficient-tuning peft peft-fine-tuning-llm pytorch pytorch-implementation
Language:Python 0
yuki-2025 / llama3-8b-fine-tuning-math
Fine-tuning Llama3 8b to generate JSON formats for arithmetic questions and process the output to perform calculations.
fine-tuning huggingface llama llama3 peft-fine-tuning-llm qlora unsloth
Language:Python 0
enoreese / mechanic-gpt
A fine-tuned LLM great at answering questions about car repairs and maintenance.
llm lora peft-fine-tuning-llm
Language:Jupyter Notebook
myrondza10 / llama2-llm-genai
This repo contains implementations of fine-tuning LLaMA LLM model using LoRA weights (PEFT) as well as focuses on the Retrieval Augmented Generation (RAG) framework.
large-language-models peft-fine-tuning-llm rag
Language:Jupyter Notebook
nithin-kamal / Dialogue-Summary-using-LLMs
Dialogue Summary LLM - FLAN - T5: An implementation of the Flan-t5 LLM to summarize dialogues. Prompt Engineering , Fine tuning with PEFT and fine tuning with RL (PPO) is explored within this project.
flan-t5 generative-ai llms natural-language-processing peft-fine-tuning-llm ppo prompt-engineering reinforcement-learning
Language:Jupyter Notebook
polarbeargo / GenAIND-Apply-Lightweight-Fine-Tuning-LLMs
llms lora peft-fine-tuning-llm transformers wandb segformer
Language:Jupyter Notebook

peft-fine-tuning-llm

nbasyl / DoRA

liuqidong07 / MOELoRA-peft

UCDvision / NOLA

misonsky / HiFT

brown-palm / AntGPT

SkyuForever / CRE-LLM

PRITHIVSAKTHIUR / DALL-E

DongmingShenDS / Mistral_From_Scratch

sayan112207 / Text2SQL

swastikmaiti / Llama-2-7B-Chat-PEFT

himanshuvnm / Foundation-Model-Large-Language-Model-FM-LLM

pankajrawat9075 / Dialog-Summarization-with-Generative-AI

shoryasethia / ConversationSummarizerLLM

babadue / unfathomableAI

ishwar6 / transformers

jordandeklerk / OracleCoder

kHarshit / llm-projects

nikhil-chigali / AdapterBERT

yuki-2025 / llama3-8b-fine-tuning-math

enoreese / mechanic-gpt

myrondza10 / llama2-llm-genai

nithin-kamal / Dialogue-Summary-using-LLMs

polarbeargo / GenAIND-Apply-Lightweight-Fine-Tuning-LLMs