Topic: "instruction-tuning"
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Language: Python - Size: 51.1 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 54,951 - Forks: 6,759
haotian-liu/LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Language: Python - Size: 13.4 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 23,143 - Forks: 2,556
BradyFU/Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
Size: 82.9 MB - Last synced at: 2 days ago - Pushed at: 18 days ago - Stars: 15,915 - Forks: 1,042
RUCAIBox/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
Language: Python - Size: 43.1 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 11,695 - Forks: 915
modelscope/data-juicer
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
Language: Python - Size: 319 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 4,878 - Forks: 252
yizhongw/self-instruct
Aligning pretrained language models with instruction data generated by themselves.
Language: Python - Size: 58.6 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 4,381 - Forks: 507
Instruction-Tuning-with-GPT-4/GPT-4-LLM
Instruction Tuning with GPT-4
Language: HTML - Size: 82.7 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 4,320 - Forks: 305
NExT-GPT/NExT-GPT
Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model
Language: Python - Size: 125 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 3,499 - Forks: 352
PKU-YuanGroup/Video-LLaVA
【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Language: Python - Size: 113 MB - Last synced at: 27 days ago - Pushed at: 8 months ago - Stars: 3,294 - Forks: 235
EvolvingLMMs-Lab/Otter
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
Language: Python - Size: 7.39 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 3,263 - Forks: 210
DSXiangLi/DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
Size: 2.25 GB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 3,131 - Forks: 310
InternLM/InternLM-XComposer
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
Language: Python - Size: 200 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2,834 - Forks: 172
PhoebusSi/Alpaca-CoT
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！
Language: Jupyter Notebook - Size: 137 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 2,758 - Forks: 253
X-PLUG/mPLUG-Owl
mPLUG-Owl: The Powerful Multi-modal Large Language Model Family
Language: Python - Size: 33.5 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 2,501 - Forks: 185
OpenGVLab/InternVideo
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
Language: Python - Size: 53.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1,915 - Forks: 112
cambrian-mllm/cambrian
Cambrian-1 is a family of multimodal LLMs with a vision-centric design.
Language: Python - Size: 1.99 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 1,905 - Forks: 132
bespokelabsai/curator
Synthetic data curation for post-training and structured data extraction
Language: Python - Size: 62.6 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 1,433 - Forks: 114
zjunlp/KnowLM
An Open-sourced Knowledgable Large Language Model Framework.
Language: Python - Size: 38.7 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 1,330 - Forks: 132
yaodongC/awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
Size: 33.2 KB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 1,126 - Forks: 56
datadreamer-dev/DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
Language: Python - Size: 895 KB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 1,039 - Forks: 54
NVlabs/DoRA
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
Language: Python - Size: 3.06 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 797 - Forks: 57
HKUDS/GraphGPT
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
Language: Python - Size: 36.5 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 755 - Forks: 78
yaotingwangofficial/Awesome-MCoT
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
Size: 11.5 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 701 - Forks: 19
FudanDISC/DISC-FinLLM
DISC-FinLLM，中文金融大语言模型（LLM），旨在为用户提供金融场景下专业、智能、全面的金融咨询服务。DISC-FinLLM, a Chinese financial large language model (LLM) designed to provide users with professional, intelligent, and comprehensive financial consulting services in financial scenarios.
Language: Python - Size: 36 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 691 - Forks: 80
ContextualAI/gritlm
Generative Representational Instruction Tuning
Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 654 - Forks: 47
hkust-nlp/deita
Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
Language: Python - Size: 240 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 554 - Forks: 29
bigscience-workshop/xmtf
Crosslingual Generalization through Multitask Finetuning
Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 533 - Forks: 39
salesforce/DialogStudio
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI
Language: Python - Size: 13 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 500 - Forks: 34
RenzeLou/awesome-instruction-learning
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
Language: Python - Size: 6.25 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 498 - Forks: 24
mindspore-courses/step_into_llm
MindSpore online courses: Step into LLM
Language: Jupyter Notebook - Size: 246 MB - Last synced at: 3 days ago - Pushed at: 14 days ago - Stars: 476 - Forks: 122
princeton-nlp/LESS
[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
Language: Jupyter Notebook - Size: 366 KB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 469 - Forks: 46
yuanze-lin/Olympus
[CVPR 2025 Highlight] Official code for "Olympus: A Universal Task Router for Computer Vision Tasks"
Language: Python - Size: 3.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 425 - Forks: 71
HugAILab/HugNLP
CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
Language: Python - Size: 4.16 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 370 - Forks: 45
HKUDS/UrbanGPT
[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"
Language: Python - Size: 15.5 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 369 - Forks: 47
HenryHZY/Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
Size: 17.6 KB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 358 - Forks: 16
zhilizju/Awesome-instruction-tuning
A curated list of awesome instruction tuning datasets, models, papers and repositories.
Language: Python - Size: 6.01 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 335 - Forks: 14
ZebangCheng/Emotion-LLaMA
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Language: Python - Size: 12.7 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 326 - Forks: 35
ictnlp/BayLing
“百聆”是一个基于LLaMA的语言对齐增强的英语/中文大语言模型，具有优越的英语/中文能力，在多语言和通用任务等多项测试中取得ChatGPT 90%的性能。BayLing is an English/Chinese LLM equipped with advanced language alignment, showing superior capability in English/Chinese generation, instruction following and multi-turn interaction.
Language: Python - Size: 67.2 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 317 - Forks: 19
zjysteven/lmms-finetune
A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.
Language: Python - Size: 13 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 296 - Forks: 33
mlpc-ucsd/BLIVA
(AAAI 2024) BLIVA: A Simple Multimodal LLM for Better Handling of Text-rich Visual Questions
Language: Python - Size: 12.3 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 261 - Forks: 24
Open3DA/LL3DA
[CVPR 2024] "LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning"; an interactive Large Language 3D Assistant.
Language: Python - Size: 72.7 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 258 - Forks: 10
WangRongsheng/Aurora
🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.
Language: Python - Size: 9.28 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 254 - Forks: 21
SALT-NLP/LLaVAR
Code/Data for the paper: "LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding"
Language: Python - Size: 19.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 245 - Forks: 12
ZigeW/data_management_LLM
Collection of training data management explorations for large language models
Size: 329 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 238 - Forks: 24
huggingface/instruction-tuned-sd
Code for instruction-tuning Stable Diffusion.
Language: Python - Size: 105 KB - Last synced at: about 10 hours ago - Pushed at: over 1 year ago - Stars: 237 - Forks: 19
shure-dev/Awesome-LLM-Papers-Comprehensive-Topics
Awesome LLM Papers and repos on very comprehensive topics.
Size: 450 KB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 223 - Forks: 22
ShareGPT4Omni/ShareGPT4V
[ECCV 2024] ShareGPT4V: Improving Large Multi-modal Models with Better Captions
Language: Python - Size: 644 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 217 - Forks: 6
akoksal/LongForm
Reverse Instructions to generate instruction tuning data with corpus examples
Size: 29.2 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 208 - Forks: 10
LostXine/LLaRA
🔥[ICLR'25] LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
Language: Python - Size: 38.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 199 - Forks: 6
DaoD/INTERS
This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"
Language: Python - Size: 1.73 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 199 - Forks: 13
zjukg/KnowPAT
[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
Language: Python - Size: 9.03 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 193 - Forks: 17
raunak-agarwal/instruction-datasets
All available datasets for Instruction Tuning of Large Language Models
Size: 50.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 185 - Forks: 10
sileod/tasksource
Datasets collection and preprocessings framework for NLP extreme multitask learning
Language: Python - Size: 376 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 184 - Forks: 10
wxjiao/ParroT
The ParroT framework to enhance and regulate the Translation Abilities during Chat based on open-sourced LLMs (e.g., LLaMA-7b, Bloomz-7b1-mt) and human written translation and evaluation data.
Language: Python - Size: 48.1 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 177 - Forks: 22
FSoft-AI4Code/CodeCapybara
Open-source Self-Instruction Tuning Code LLM
Language: Python - Size: 922 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 169 - Forks: 11
xiaoya-li/Instruction-Tuning-Survey
Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`
Size: 1.84 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 148 - Forks: 6
HKUDS/GraphEdit
"GraphEdit: Large Language Models for Graph Structure Learning"
Language: Python - Size: 2.31 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 134 - Forks: 15
HKUDS/HiGPT
[KDD'2024] "HiGPT: Heterogenous Graph Language Models"
Language: Python - Size: 6.17 MB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 132 - Forks: 7
blazerye/DrugAssist
[Briefings In Bioinformatics] DrugAssist: A Large Language Model for Molecule Optimization
Language: Python - Size: 7.03 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 129 - Forks: 13
juyongjiang/CodeUp
CodeUp: A Multilingual Code Generation Llama-X Model with Parameter-Efficient Instruction-Tuning
Language: Python - Size: 18.6 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 126 - Forks: 9
zjukg/KoPA
[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
Language: Python - Size: 2.85 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 123 - Forks: 8
HKUDS/RecLM
"RecLM: Recommendation Instruction Tuning"
Language: Python - Size: 212 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 105 - Forks: 12
nlp-uoregon/Okapi
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
Language: Python - Size: 262 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 97 - Forks: 3
simplifine-llm/Simplifine
🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨
Language: Python - Size: 844 KB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 93 - Forks: 4
FuxiaoLiu/MMC
[NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning
Language: Python - Size: 8.41 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 88 - Forks: 4
OpenSparseLLMs/LLaMA-MoE-v2
🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
Language: Python - Size: 2.21 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 84 - Forks: 12
OFA-Sys/DiverseEvol
Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning
Language: Python - Size: 62 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 79 - Forks: 2
zjr2000/Awesome-Multimodal-Chatbot
Awesome Multimodal Assistant is a curated list of multimodal chatbots/conversational assistants that utilize various modes of interaction, such as text, speech, images, and videos, to provide a seamless and versatile user experience.
Size: 17.6 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 78 - Forks: 7
daniel-furman/sft-demos
Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.
Language: Jupyter Notebook - Size: 9.64 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 77 - Forks: 9
tamlhp/awesome-instruction-editing
Awesome Instruction Editing. Image and Media Editing with Human Instructions. Instruction-Guided Image and Media Editing.
Size: 718 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 76 - Forks: 2
ShiZhengyan/PowerfulPromptFT
[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"
Language: Python - Size: 34.2 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 18
godaai/llm-table-survey
Resources on Large Language Models for Table Processing
Size: 32.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 70 - Forks: 6
Abbey4799/CuteGPT
An open-source conversational language model developed by the Knowledge Works Research Laboratory at Fudan University.
Language: Python - Size: 276 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 64 - Forks: 3
WadeYin9712/Dynosaur
Code and data for "Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation" (EMNLP 2023)
Language: Python - Size: 1.54 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 51 - Forks: 5
DreamerGPT/DreamerGPT
🌱 梦想家(DreamerGPT)：中文大语言模型指令精调
Language: Python - Size: 8.93 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 51 - Forks: 2
AI4Bharat/IndicInstruct Fork of allenai/open-instruct
Code repository for "Introducing Airavata: Hindi Instruction-tuned LLM"
Language: Python - Size: 29.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 50 - Forks: 6
UCSC-REAL/DS2
[ICLR 2025] Improving Data Efficiency via Curating LLM-Driven Rating Systems
Language: Python - Size: 18 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 49 - Forks: 5
AdrianBZG/llama-multimodal-vqa
Multimodal Instruction Tuning for Llama 3
Language: Python - Size: 31.3 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 11
ParthaPRay/LLM-Learning-Sources
This repo contains a list of channels and sources from where LLMs should be learned
Size: 289 MB - Last synced at: 15 days ago - Pushed at: 11 months ago - Stars: 48 - Forks: 12
FudanDISC/ReForm-Eval
An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
Language: Python - Size: 10 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 4
cxcscmu/Montessori-Instruct
Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]
Language: Python - Size: 27.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 40 - Forks: 3
OSU-NLP-Group/QA4RE
[ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"
Language: Python - Size: 50.8 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 40 - Forks: 5
pipixin321/HolmesVAU
[CVPR 2025] Official implementation of "Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity"
Language: Python - Size: 60.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 39 - Forks: 2
Spico197/MoE-SFT
🍼 Official implementation of Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts
Language: Python - Size: 552 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 39 - Forks: 0
ShiZhengyan/InstructionModelling
[NeurIPS 2024 Main Track] Code for the paper titled "Instruction Tuning With Loss Over Instructions"
Language: Python - Size: 22.9 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 8
2toinf/IVM
[NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"
Language: Jupyter Notebook - Size: 70 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 29 - Forks: 2
inst-it/inst-it
Official repository of "Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning"
Language: Python - Size: 2.66 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 0
fanqiwan/Explore-Instruct Fork of 18907305772/Explore-Instruct
EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
Language: Python - Size: 2.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 2
InquestGeronimo/tllm
An LLM training library for instruction-tuning.
Language: Python - Size: 785 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3
Reason-Wang/flan-alpaca-lora
This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.
Language: Python - Size: 6.71 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 23 - Forks: 3
zhuang-li/SCAR
[ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
Language: Python - Size: 125 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 19 - Forks: 4
yichengchen24/MIG
Official code for MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
Language: Python - Size: 10.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 19 - Forks: 1
ShinoharaHare/LLM-Training
A distributed training framework for large language models powered by Lightning.
Language: Python - Size: 281 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 19 - Forks: 4
patrick-tssn/LM-Research-Hub
Language Modeling Research Hub, a comprehensive compendium for enthusiasts and scholars delving into the fascinating realm of language models (LMs), with a particular focus on large language models (LLMs)
Language: Python - Size: 5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 18 - Forks: 3
chtmp223/suri
Code for Suri: Multi-constraint instruction following for long-form text generation
Language: Python - Size: 1.56 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 17 - Forks: 0
upiterbarg/diff_history
[ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)
Language: Python - Size: 204 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 17 - Forks: 2
ziegler-ingo/CRAFT
Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation"
Language: Python - Size: 1.55 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 15 - Forks: 5
UKPLab/arxiv2025-inherent-limits-plms
Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning Capabilities"
Language: Python - Size: 711 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 13 - Forks: 0
RenzeLou/Muffin
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
Language: Python - Size: 142 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 12 - Forks: 3
longday1102/VietAI-experiment-LLaMA2
⚡ LLaMA-2 model experiment
Language: Jupyter Notebook - Size: 49.8 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 2
