instruction-following

There are 23 repositories under instruction-following topic.

tatsu-lab / stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
deep-learning instruction-following language-model
Language:Python 30211
BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-instruction-tuning
16641
OptimalScale / LMFlow
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer
Language:Python 8478
zjunlp / LLMAgentPapers
Must-read Papers on LLM Agents.
agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys
2759
tatsu-lab / alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf
Language:Jupyter Notebook 1896
zjunlp / KnowLM
An Open-sourced Knowledgable Large Language Model Framework.
llama large-language-models pre-trained-language-models language-model instruction-following deep-learning chinese english instructions models reasoning gpt-3 deepspeed instruction-tuning lora pre-training bilingual pre-trained-model knowlm instructie
Language:Python 1353
Tebmer / Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm multi-modal self-distillation self-training supervised-finetuning survey
1202
yaodongC / awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
awsome-lists datasets gpt-3 gpt-4 instruction-following instruction-tuning language-model llama
1134
tatsu-lab / alpaca_farm
A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
deep-learning instruction-following large-language-models natural-language-processing reinforcement-learning-from-human-feedback
Language:Python 831
VinAIResearch / PhoGPT
PhoGPT: Generative Pre-training for Vietnamese (2023)
generative-pre-trained-transformer gpt instruction-following llm phogpt vietnamese vietnamese-nlp
Language:Python 796
SinclairCoder / Instruction-Tuning-Papers
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
cross-task-generalization generalization instruction multi-task-learning natural-language-processing natural-language-generation natural-language-understanding prompt-learning instruction-following large-language-models
769
kevinamiri / Instructgpt-prompts
Instruction-based prompts for generating and classifying text.
chatgpt chatgpt-prompts gpt-3 gpt-3-prompt gpt-3-prompts gpt3 gpt3-instruct prompt-engineering zero-shot-prompts instructgpt instruct-gpt gpt-35 gpt-35-prompts gpt35 prompting gpt-4 gpt4 instruction-following
533
NVlabs / UniversalDeepResearch
Code to accompany the Universal Deep Research paper (https://arxiv.org/abs/2509.00244)
deep-research deep-research-agent instruction-following
Language:Python 447
bigcode-project / bigcodebench
[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI
benchmark chatgpt code-generation large-language-models program-synthesis tool-use function-calling instruction-following claude-3 gemini gpt-4 deepseek llm agent agents
Language:Python 443
OSU-NLP-Group / MagicBrush
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis
Language:Python 381
baaivision / EVE
EVE Series: Encoder-Free Vision-Language Models from BAAI
instruction-following large-language-models mllm multimodal-large-language-models vlm encoder-free-vlm llm clip vision-language-models
Language:Python 356
zjunlp / Mol-Instructions
[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ai-for-science biomedical dataset instruction-following large-language-models llama molecule natural-language-processing protein science generation mol-instruction datasets instruction instructions resource iclr2024
Language:Python 287
bagh2178 / UniGoal
[CVPR 2025] UniGoal: Towards Universal Zero-shot Goal-oriented Navigation
3d-scene-graph cvpr2025 embodied-ai image-goal-navigation instruction-following large-language-models matterport3d navigation object-goal-navigation
Language:Python 260
YJiangcm / Lion
[EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models
instruction-following knowledge-distillation large-language-models supervised-finetuning synthetic-dataset-generation
Language:Python 210
para-droid-ai / scratchpad
This framework works as a form of user/machine calibration, with a focus on user-context and user-intent, deconstructing your ideas logically from A to B to Z.
scratchpad calibration chain-of-thought recursion system-thinking xai instruction-following large-language-models natural-language-processing prompt-engineering system-framework system-prompt meta-prompting
158
A-baoYang / alpaca-7b-chinese
Finetune LLaMA-7B with Chinese instruction datasets
alpaca chatgpt deep-learning fine-tuning instruction-following llm lora nlp pytorch
Language:Python 137
YangLing0818 / EditWorld
[ACM Multimedia 2025 Datasets Track] EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
image-editing instruction-following large-language-models text-to-image video-language-understanding
Language:Python 137
yubol-bobo / Awesome-Multi-Turn-LLMs
This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language Models".
artificial-intelligence dialogue-systems instruction-following large-language-models llm llms multi-turn survey
115
YJiangcm / FollowBench
[ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
benchmark instruction-following large-language-models constraints multi-level
Language:Python 114
som-shahlab / medalign
MedAlign is a clinician-generated dataset for instruction following with electronic medical records.
benchmarking ehr electronic-health-records foundation-models healthcare instruction-following llms
97
PyThaiNLP / WangChanGLM
WangChanGLM 🐘 - The Multilingual Instruction-Following Model
chatbot instruction-following llm multilingual-models
Language:Jupyter Notebook 95
tamlhp / awesome-instructional-editing
Awesome Instruction Editing. Image and Media Editing with Human Instructions. Instruction-Guided Image and Media Editing.
instruction-editing image-editing instruction-following instruction-guided instruction-learning instruction-tuning instructional-edit instructional-editing text-guidance text-guided-image-editing text-guided image-edit audio-editing music-editing video-editing media-editing
89
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.
general-ai instruction-tuning multimodal vision-language multimodal-dialogue multimodal-assistant chat-application instruction-following chatbot awesome papers
78
LG-AI-EXAONE / KoMT-Bench
Official repository for KoMT-Bench built by LG AI Research
benchmark evaluation instruction-following
Language:Python 69
ParthaPRay / LLM-Learning-Sources
This repo contains a list of channels and sources from where LLMs should be learned
fine-tuning generative-ai huggingface instruction-following instruction-tuning large-language-model lora prompt-engineering retrieval-augmented-generation iot-generative-ai multi-modal-llms pervasive-generative-ai
59
haoliuhl / instructrl
Instruction Following Agents with Multimodal Transforemrs
flax instruction-following instructions jax machine-learning reinforcement-learning transformer vision-language-transformer
Language:Python 53
DreamerGPT / DreamerGPT
🌱 梦想家(DreamerGPT)：中文大语言模型指令精调
chinese-nlp gpt llama instruction-following instruction-tuning
Language:Python 51
FudanDISC / ReForm-Eval
An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
gpt4 instruction-tuning large-language-models llm multimodal pre-training large-vision-language-models benchmark embodied-ai in-context-learning instruction-following multimodal-chain-of-thought visual-chain-of-thought reformulation
Language:Python 45
2toinf / IVM
[NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"
computer-vision deep-learning large-language-models multimodal pytorch-implementation robotics instruction-following instruction-tuning large-multimodal-models
Language:Jupyter Notebook 38
gistvision / moca
Code and models of MOCA (Modular Object-Centric Approach) proposed in "Factorizing Perception and Policy for Interactive Instruction Following" (ICCV 2021). We address the task of long horizon instruction following with a modular architecture that decouples a task into visual perception and action policy prediction.
instruction-following
Language:C 38
zjunlp / InstructCell
A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
ai ai-for-science artificial-intelligence cell chatbot copilot large-language-model multimodal-large-language-models natural-language-processing single-cell-analysis cell-type-annotation ai-copilot instruction-following
Language:Jupyter Notebook 33

instruction-following

tatsu-lab / stanford_alpaca

BradyFU / Awesome-Multimodal-Large-Language-Models

OptimalScale / LMFlow

zjunlp / LLMAgentPapers

tatsu-lab / alpaca_eval

zjunlp / KnowLM

Tebmer / Awesome-Knowledge-Distillation-of-LLMs

yaodongC / awesome-instruction-dataset

tatsu-lab / alpaca_farm

VinAIResearch / PhoGPT

SinclairCoder / Instruction-Tuning-Papers

kevinamiri / Instructgpt-prompts

NVlabs / UniversalDeepResearch

bigcode-project / bigcodebench

OSU-NLP-Group / MagicBrush

baaivision / EVE

zjunlp / Mol-Instructions

bagh2178 / UniGoal

YJiangcm / Lion

para-droid-ai / scratchpad

A-baoYang / alpaca-7b-chinese

YangLing0818 / EditWorld

yubol-bobo / Awesome-Multi-Turn-LLMs

YJiangcm / FollowBench

som-shahlab / medalign

PyThaiNLP / WangChanGLM

tamlhp / awesome-instructional-editing

zjr2000 / Awesome-Multimodal-Chatbot

LG-AI-EXAONE / KoMT-Bench

ParthaPRay / LLM-Learning-Sources

haoliuhl / instructrl

DreamerGPT / DreamerGPT

FudanDISC / ReForm-Eval

2toinf / IVM

gistvision / moca

zjunlp / InstructCell