Search Results - RepositoryStats

Large-Language-Model-Notebooks-Course peremartra

395

1.6k

mit

30

Practical course about Large Language Models.

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

Created 2023-05-01

641 commits to main branch, last one 25 days ago

MOELoRA-peft liuqidong07

19

154

mit

3

[SIGIR'24] The official implementation code of MOELoRA.

peft chatglm multi-task mixture-of-experts multitask-learning low-rank-adaptation peft-fine-tuning-llm large-language-models parameter-efficient-fine-tuning

Created 2023-10-19

21 commits to master branch, last one 8 months ago

DoRA nbasyl

4

123

other

2

Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"

dora lora vllm peft-fine-tuning-llm

This repository has been archived (exclude archived)

Created 2024-03-05

22 commits to main branch, last one 11 months ago

MoE-PEFT TUDB-Labs

10

84

apache-2.0

3

An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT

peft mlora mixlora peft-fine-tuning-llm

Created 2024-08-16

457 commits to main branch, last one 2 months ago

NOLA UCDvision

3

53

mit

2

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

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

Created 2023-10-04

63 commits to main branch, last one 7 months ago

APT ROIM1998

1

35

mit

2

[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference

t5 llm bert peft llama2 pruning roberta llm-finetuning peft-fine-tuning-llm efficient-deep-learning

Created 2024-01-24

6 commits to master branch, last one 10 months ago

FineTuningLLMs dvgodoy

6

30

mit

2

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

lora peft ollama pytorch llamacpp finetuning fine-tuning huggingface bitsandbytes hugging-face transformers finetuning-llms peft-fine-tuning-llm large-language-models

Created 2024-08-15

21 commits to main branch, last one 9 days ago