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Package Usage: pypi: loralib

PyTorch implementation of low-rank adaptation (LoRA), a parameter-efficient approach to adapt a large pre-trained deep learning model which obtains performance on-par with full fine-tuning.
3 versions
Latest release: 9 months ago
13 dependent packages
82,186 downloads last month

View more package details: https://packages.ecosyste.ms/registries/pypi.org/packages/loralib

View more repository details: https://repos.ecosyste.ms/hosts/GitHub/repositories/microsoft%2FLoRA

Dependent Repos 1,112

dumpmemory/OpenDelta Fork of thunlp/OpenDelta
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
  • * docs/requirements.txt

Size: 42 MB - Last synced: about 2 months ago - Pushed: 9 months ago

microsoft/AdaMix
This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).
  • ==0.1.1 docker/transformers-pytorch-gpu-adamix/requirements.txt
  • * examples/text-generation/requirements.txt
  • ==0.1.1 environment.yml

Size: 16.7 MB - Last synced: 14 days ago - Pushed: 9 months ago

josem7/GraphGPT-blar
copy of graphGPT for NL2SQL
  • ==0.1.1 requirements.txt

Size: 32.2 MB - Last synced: 19 days ago - Pushed: 3 months ago

zxcvvxcz/prompt_eff_tl
  • * requirements.txt

Size: 7.32 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago

BabyBlue26/GPT4Tools Fork of AILab-CVC/GPT4Tools
GPT4Tools is an intelligent system that can automatically decide, control, and utilize different visual foundation models, allowing the user to interact with images during a conversation.
  • * requirements.txt

Size: 4.99 MB - Last synced: about 1 month ago - Pushed: 12 months ago

allenai/EmbeddingRecycling
Embedding Recycling for Language models
  • =0.1.1=pypi_0 requirements.txt

Size: 21.7 MB - Last synced: about 1 month ago - Pushed: 10 months ago

microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  • ==0.1.1 examples/NLU/environment.yml
  • * examples/NLU/examples/text-generation/requirements.txt

Size: 30.9 MB - Last synced: 8 days ago - Pushed: 15 days ago

icml24/SparseCBM
  • ==0.1.1 requirements.txt

Size: 38.6 MB - Last synced: about 2 months ago - Pushed: about 2 months ago

Plluxury/llama
  • ==0.1.1 requirements.lock.txt
  • * requirements.txt

Size: 1.19 MB - Last synced: 19 days ago - Pushed: 8 months ago

ronak877/peft Fork of huggingface/peft
Parameter-Efficient Fine-Tuning
  • * examples/causal_language_modeling/requirements.txt
  • * examples/conditional_generation/requirements.txt
  • * examples/lora_dreambooth/requirements.txt
  • * examples/sequence_classification/requirements.txt
  • * examples/token_classification/requirements.txt

Size: 3 MB - Last synced: about 1 month ago - Pushed: over 1 year ago

viethoangtranduong/assigment2-nlp04
  • * requirements.txt

Size: 3.28 MB - Last synced: 19 days ago - Pushed: 3 months ago

TooTouch/REVECA
Generic Event Boundary Captioning (GEBC) Challenge at LOVEU@CVPR 2022 - 3rd place (REVECA)
  • * requirements.txt

Size: 117 MB - Last synced: 2 months ago - Pushed: about 1 year ago

juny116/eff_tl
  • * requirements.txt

Size: 4.74 MB - Last synced: about 1 year ago - Pushed: about 2 years ago

ShengdingHu/OpenDelta
Implementation of various parameter efficient methods.
  • * docs/requirements.txt
  • * requirements.txt

Size: 5.72 MB - Last synced: about 1 month ago - Pushed: over 2 years ago

danyayay/motion-style-transfer Fork of sherwinbahmani/ynet_adaptive
[CoRL22] Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting
  • ==0.1.1 requirements.txt

Size: 29.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago

Ophelials/Src_cat
Алгоритм, предназначенный для обнаружения и распознавания номеров железнодорожных вагонов для автоматической фиксации проезда вагонов по динамическим весам.
  • ==0.1.1 object_detection/requirements.txt

Size: 1.77 MB - Last synced: 19 days ago - Pushed: 7 months ago

authoranonymous321/soft_mt_adaptation Fork of gaussalgo/adaptor
Adaptor can help you to adapt a language model to your own data domain, task, or custom research objective(s).
  • ==0.1.1 experiments/baselines/lora/requirements.txt

Size: 832 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

alwdhaieufna/llm_ner
  • * requirements.txt

Size: 27.3 MB - Last synced: 19 days ago - Pushed: 8 months ago

ninkle/llama-recipes Fork of modal-labs/llama-recipes
Examples and recipes for Llama 2 model
  • * requirements.txt

Size: 667 KB - Last synced: 19 days ago - Pushed: 7 months ago

paultheron-X/MoEBERT-fork Fork of SimiaoZuo/MoEBERT
MoEBERT
  • ==0.1.1 environment.yml
  • * examples/text-generation/requirements.txt

Size: 9.04 MB - Last synced: 6 months ago - Pushed: 6 months ago

FrankLeeeee/ColossalAI Fork of hpcaitech/ColossalAI
Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training
  • * applications/ChatGPT/requirements.txt

Size: 28.1 MB - Last synced: 2 months ago - Pushed: 2 months ago

elevo-ai/ludwig Fork of ludwig-ai/ludwig
Data-centric declarative deep learning framework
  • * requirements_llm.txt

Size: 29.4 MB - Last synced: 19 days ago - Pushed: 5 months ago

xxchenxx/ParaEfficient
  • ==0.1.1 LoRA/examples/NLU/environment.yml
  • * LoRA/examples/NLU/examples/text-generation/requirements.txt

Size: 26.2 MB - Last synced: 9 months ago - Pushed: about 2 years ago

yaqingwang/MoA
  • ==0.1.1 examples/NLU/docker/transformers-pytorch-gpu-azure/requirements.txt
  • ==0.1.1 examples/NLU/environment.yml
  • * examples/NLU/examples/text-generation/requirements.txt
  • ==0.1.1 examples/NLU/requirements.txt
  • ==0.1.1 examples/NLU/requirements_1.txt

Size: 24.6 MB - Last synced: 10 months ago - Pushed: about 2 years ago

dbpprt/hf-accelerate-sagemaker
  • * requirements.txt

Size: 24.2 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

tloen/alpaca-lora
Instruct-tune LLaMA on consumer hardware
  • * requirements.txt

Size: 27.1 MB - Last synced: 19 days ago - Pushed: 3 months ago

007gzs/test
  • * requirements.txt

Size: 1.6 MB - Last synced: 5 months ago - Pushed: 5 months ago

FourthBrain/Building-Generative-AI-Apps
Two sample projects built for the FourthBrain Generative AI Workshop
  • * GenerAd-AI/app/requirements.txt
  • * MarketMail-AI/app/requirements.txt

Size: 4.07 MB - Last synced: 19 days ago - Pushed: 4 months ago

FSoft-AI4Code/CodeCapybara
Open-source Self-Instruction Tuning Code LLM
  • * requirements.txt

Size: 922 KB - Last synced: 12 days ago - Pushed: about 1 year ago

MJ2090/lora
  • * requirements.txt

Size: 507 MB - Last synced: 10 months ago - Pushed: 12 months ago

kaihe/xunhong
  • * requirements.txt

Size: 678 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

zhangbo2008/chatgpt_colossalai_annotated
  • * requirements.txt

Size: 50.8 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

tellmejd/tloen-alpaca-lora
  • * requirements.txt

Size: 27.1 MB - Last synced: 2 months ago - Pushed: about 1 year ago

maziarraissi/PetGPT
Train your own PetGPT at home!
  • * alpaca-lora/requirements.txt
  • * requirements.txt

Size: 21.4 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

l294265421/try-large-models
Try large models on colab
  • * nlp/llama/requirements.txt

Size: 75.2 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

A-baoYang/LLM-Finetune-Guide
Arrange methods and example on finetune LLMs
  • * efficient-finetune/lora/requirements.txt

Size: 17.8 MB - Last synced: 25 days ago - Pushed: 25 days ago

calum-bird/peft-trainer
Script for easy parameter efficient fine tuning of LLMs.
  • * requirements.txt

Size: 8.79 KB - Last synced: about 1 year ago - Pushed: over 1 year ago

lawchingman/ColossalAI
  • * applications/ChatGPT/requirements.txt

Last synced: about 1 year ago

tugonbob/Alpaca-TextGeneration
  • * requirements.txt

Size: 16.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

SAI990323/TALLRec
  • * requirements.txt

Size: 5.64 MB - Last synced: 19 days ago - Pushed: 3 months ago

sunzeyeah/RLHF
Implementation of Chinese ChatGPT
  • * requirements.txt

Size: 2.04 MB - Last synced: 19 days ago - Pushed: 6 months ago

leehanchung/lora-instruct
Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
  • 0.1.1 poetry.lock

Size: 20.7 MB - Last synced: 15 days ago - Pushed: 5 months ago

deep-diver/LLM-As-Chatbot
LLM as a Chatbot Service
  • * requirements.txt

Size: 19.5 MB - Last synced: about 13 hours ago - Pushed: 6 months ago

lhenault/simpleAI
An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.
  • * examples/GPT-NeoXT-Chat-Base-20B/requirements.txt
  • * examples/alpaca-lora-7B/requirements.txt

Size: 546 KB - Last synced: 6 months ago - Pushed: 12 months ago

Ozgurix/Gptozgur
  • * colossalai_ChatGPT_230319/requirements.txt

Size: 10.5 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

A-baoYang/alpaca-7b-chinese
Finetune LLaMA-7B with Chinese instruction datasets
  • * requirements.txt

Size: 33.1 MB - Last synced: 3 months ago - Pushed: about 1 year ago

hennypurwadi/Vicuna_finetune_sentiment_analysis
Vicuna_finetune_sentiment_analysis through LORA
  • * requirements.txt

Size: 5.01 MB - Last synced: 26 days ago - Pushed: 12 months ago

sungeuns/llm-fine-tuning-sagemaker
  • * rlhf-src/requirements.txt
  • * stack-dolly-src/requirements.txt

Size: 39.1 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

chengeharrison/Coati
  • * requirements.txt

Size: 11.7 KB - Last synced: about 1 year ago - Pushed: about 1 year ago

linhduongtuan/BLOOM-LORA
Due to restriction of LLaMA, we try to reimplement BLOOM-LoRA (much less restricted BLOOM license here https://huggingface.co/spaces/bigscience/license) using Alpaca-LoRA and Alpaca_data_cleaned.json
  • * requirements.txt

Size: 7.3 MB - Last synced: 6 months ago - Pushed: 11 months ago

quantumaikr/KoreanLM
한국어 언어모델 오픈소스
  • * requirements.txt

Size: 1.48 MB - Last synced: 3 months ago - Pushed: about 1 year ago

hennypurwadi/Vicuna_ChatBot
Vicuna ChatBot using other's model
  • * requirements.txt

Size: 414 KB - Last synced: 26 days ago - Pushed: 12 months ago

yanqiangmiffy/InstructGLM
ChatGLM-6B 指令学习|指令数据|Instruct
  • * requirements.txt

Size: 119 MB - Last synced: 6 months ago - Pushed: about 1 year ago

lyuchenyang/Macaw-LLM
Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration
  • * requirements.txt

Size: 35.9 MB - Last synced: 19 days ago - Pushed: about 1 month ago

d-t-n/lama-pacos
Implementation of alpaca lora
  • * alpaca-lora-main/requirements.txt

Size: 0 Bytes - Last synced: 12 months ago - Pushed: 12 months ago

project-baize/baize-chatbot
Let ChatGPT teach your own chatbot in hours with a single GPU!
  • * requirements.txt

Size: 67.8 MB - Last synced: 11 days ago - Pushed: 2 months ago

jasper881108/rlhf
Naive approach to explore current RLHF pipeline
  • * colossalai_summarize_rlhf/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/latest-run/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_065341-cqsv8o4p/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_065533-4hp99kef/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_070934-kob2u0o0/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_072825-w8yb5syc/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_073018-gch7ggs0/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_073454-7vnc6up1/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_074042-w2kw79l6/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_080055-58bffoht/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_080328-vuncwg8s/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_082451-asrvzcie/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_082632-pulmrg82/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230411_084539-ki57t5n2/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230412_010150-2ik9sxoc/files/requirements.txt
  • ==0.1.1 trlx_summarize_rlhf/wandb/run-20230412_010844-rqqz4tnr/files/requirements.txt

Size: 62.9 MB - Last synced: 9 months ago - Pushed: 9 months ago

lawrence-cj/LLaMA-DiffFit
Efficient Fine-tuning LLaMA Using DiffFit within 0.7M Parameters
  • * peft/examples/causal_language_modeling/requirements.txt
  • * peft/examples/conditional_generation/requirements.txt
  • * peft/examples/lora_dreambooth/requirements.txt
  • * peft/examples/sequence_classification/requirements.txt
  • * peft/examples/token_classification/requirements.txt
  • * requirements.txt

Size: 25.6 MB - Last synced: about 1 year ago - Pushed: about 1 year ago

doanthuan/bloom-gpt
Instruction Tuning Large Language Model for Vietnamese
  • * requirements.txt

Size: 246 MB - Last synced: 13 days ago - Pushed: 8 months ago

telexyz/GPT4VN
Ai cũng có thể tự tạo chatbot bằng huấn luyện chỉ dẫn, với 12G GPU (RTX 3060) và khoảng vài chục MB dữ liệu
  • * requirements.txt

Size: 58.1 MB - Last synced: 3 months ago - Pushed: 11 months ago

HaloKim/chatKoAlpaca
KoAlapaca + Chat
  • * colossalai_ChatGPT_230319/requirements.txt

Size: 75.2 KB - Last synced: 11 months ago - Pushed: 12 months ago