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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
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
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
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