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GitHub topics: instruction-following

tatsu-lab/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Language: Python - Size: 8.25 MB - Last synced at: about 19 hours ago - Pushed at: about 1 year ago - Stars: 30,142 - Forks: 4,041

tatsu-lab/alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Language: Jupyter Notebook - Size: 300 MB - Last synced at: 1 day ago - Pushed at: 28 days ago - Stars: 1,849 - Forks: 285

bigcode-project/bigcodebench

[ICLR'25] BigCodeBench: Benchmarking Code Generation Towards AGI

Language: Python - Size: 6.52 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 416 - Forks: 52

zjunlp/KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

Language: Python - Size: 38.7 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 1,336 - Forks: 131

BradyFU/Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

Size: 82.9 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 16,150 - Forks: 1,051

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.

Size: 58.9 MB - Last synced at: about 16 hours ago - Pushed at: 15 days ago - Stars: 137 - Forks: 19

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: 5 days ago - Pushed at: over 1 year ago - Stars: 1,129 - Forks: 56

tamlhp/awesome-instructional-editing

Awesome Instruction Editing. Image and Media Editing with Human Instructions. Instruction-Guided Image and Media Editing.

Size: 874 KB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 83 - Forks: 2

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.

Size: 18.6 MB - Last synced at: 13 days ago - Pushed at: 6 months ago - Stars: 1,141 - Forks: 68

OptimalScale/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Language: Python - Size: 54.6 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 8,458 - Forks: 836

zjunlp/Mol-Instructions

[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

Language: Python - Size: 16.5 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 283 - Forks: 15

declare-lab/Auto-Scaling

[Arxiv 2024] Official Implementation of the paper: "Towards Robust Instruction Tuning on Multimodal Large Language Models"

Language: Jupyter Notebook - Size: 67.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 1

pdfosborne/elsciRL

The core repository of the elsciRL framework.

Language: Python - Size: 7.31 MB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 0

aimonlabs/aimon-python-sdk

This repo hosts the Python SDK and related examples for AIMon, which is a proprietary, state-of-the-art system for detecting LLM quality issues such as Hallucinations. It can be used during offline evals, continuous monitoring or inline detection. We offer various model quality metrics that are fast, reliable and cost-effective.

Language: Python - Size: 2.13 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 6

asifhaider/LLM-Finetuning-Prompting-Project

Python Project Sample for Demonstration

Language: Jupyter Notebook - Size: 60.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

A-baoYang/alpaca-7b-chinese

Finetune LLaMA-7B with Chinese instruction datasets

Language: Python - Size: 33.1 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 137 - Forks: 18

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: about 2 months ago - Pushed at: about 1 year ago - Stars: 48 - Forks: 12

baaivision/EVE

EVE Series: Encoder-Free Vision-Language Models from BAAI

Language: Python - Size: 7.29 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 332 - Forks: 8

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: 5 days ago - Pushed at: about 2 years ago - Stars: 51 - Forks: 2

zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

Size: 232 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2,515 - Forks: 148

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: 7 days ago - Pushed at: about 2 years ago - Stars: 78 - Forks: 7

YJiangcm/FollowBench

[ACL 2024] FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models

Language: Python - Size: 3.87 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 100 - Forks: 16

SinclairCoder/Instruction-Tuning-Papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

Size: 127 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 769 - Forks: 24

zjunlp/InstructCell

A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 27 - Forks: 5

OSU-NLP-Group/MagicBrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

Language: Python - Size: 112 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 356 - Forks: 14

bagh2178/UniGoal

[CVPR 2025] UniGoal: Towards Universal Zero-shot Goal-oriented Navigation

Language: Python - Size: 30.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 131 - Forks: 1

tatsu-lab/alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

Language: Python - Size: 1.81 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 809 - Forks: 61

Unlustiger121/perception_models

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

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".

Size: 61.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 35 - Forks: 0

kevinamiri/Instructgpt-prompts

A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.

Size: 262 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 519 - Forks: 52

mathiasj33/deep-ltl

The official implementation of DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL (ICLR'25 Oral)

Language: Python - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

FudanDISC/ReForm-Eval

An benchmark for evaluating the capabilities of large vision-language models (LVLMs)

Language: Python - Size: 10 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 46 - Forks: 4

NikeHop/PlaySegmentation-AAAI2025

Code for the Paper: Data Augmentation for Instruction Following Policies via Trajectory Segmentation (https://arxiv.org/abs/2503.01871)

Language: Python - Size: 137 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

ytyz1307zzh/IHEval

Code and data for NAACL 2025 paper "IHEval: Evaluating Language Models on Following the Instruction Hierarchy"

Language: Python - Size: 2.54 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

tml-epfl/icl-alignment

Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]

Language: Python - Size: 291 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 27 - Forks: 3

haoliuhl/instructrl

Instruction Following Agents with Multimodal Transforemrs

Language: Python - Size: 191 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 5

2toinf/IVM

[NeurIPS-2024] The offical Implementation of "Instruction-Guided Visual Masking"

Language: Jupyter Notebook - Size: 70 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 29 - Forks: 2

PyThaiNLP/WangChanGLM

WangChanGLM 🐘 - The Multilingual Instruction-Following Model

Language: Jupyter Notebook - Size: 3.02 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 94 - Forks: 7

LG-AI-EXAONE/KoMT-Bench

Official repository for KoMT-Bench built by LG AI Research

Language: Python - Size: 12.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 31 - Forks: 0

Lichang-Chen/AlpaGasus

A better Alpaca Model Trained with Less Data (only 9k instructions of the original set)

Language: HTML - Size: 6.66 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 3

microcosmAI/thesis.mujoco-instruction-following

A bachelor thesis on instruction following in MuJoCo.

Language: Python - Size: 99.9 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: C - Size: 55.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 15

YJiangcm/Lion

Code for "Lion: Adversarial Distillation of Proprietary Large Language Models (EMNLP 2023)"

Language: Python - Size: 3.14 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 184 - Forks: 18

VinAIResearch/PhoGPT

PhoGPT: Generative Pre-training for Vietnamese

Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 370 - Forks: 27

lizhaoliu-Lec/CG-VLM

This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.

Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

Reason-Wang/notable-instruction-llm

The repo collects model and data projects for instruction following large language models.

Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

frankroeder/hipss

Code for the Paper "Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics"

Language: Python - Size: 37.1 KB - Last synced at: 6 days ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

Related Keywords
instruction-following 47 large-language-models 20 llm 13 instruction-tuning 10 deep-learning 7 natural-language-processing 6 language-model 5 chatgpt 5 reinforcement-learning 4 llama 4 benchmark 4 large-language-model 4 nlp 4 multimodal-large-language-models 4 in-context-learning 4 instruction 3 gpt 3 gpt-3 3 instructions 3 lora 3 prompt-engineering 3 gpt-4 3 evaluation 3 robotics 3 pytorch 3 chatbot 3 multimodal 3 survey 3 agent 2 multimodal-chain-of-thought 2 fine-tuning 2 multimodal-instruction-tuning 2 supervised-finetuning 2 generative-ai 2 knowledge-distillation 2 datasets 2 transformer 2 gpt4 2 image-editing 2 ai-for-science 2 embodied-ai 2 alignment 2 agents 2 vision-language 2 generalization 2 pre-training 2 artificial-intelligence 2 large-vision-language-models 2 chain-of-thought 2 copilot 1 navigation 1 object-goal-navigation 1 reinforcement-learning-from-human-feedback 1 multi-level 1 advertisement 1 audio-language-pretraining 1 audiovisual-language-pretraining 1 constraints 1 autonomous-vehicles 1 cell 1 papers 1 multimodal-dialogue 1 multimodal-assistant 1 cell-type-annotation 1 efficient-diffusion-model 1 general-ai 1 calibration 1 single-cell-analysis 1 diffusion-models 1 ai-copilot 1 ai 1 image-generation 1 image-synthesis 1 text-to-image 1 text-to-image-generation 1 text-to-image-synthesis 1 3d-scene-graph 1 prompt-learning 1 natural-language-understanding 1 cvpr2025 1 natural-language-generation 1 multi-task-learning 1 cross-task-generalization 1 image-goal-navigation 1 matterport3d 1 babyai 1 calvin 1 imitation-learning 1 play-segmentation 1 flax 1 jax 1 machine-learning 1 vision-language-transformer 1 computer-vision 1 large-multimodal-models 1 pytorch-implementation 1 multilingual-models 1 data-centric-ai 1 filtering-data 1 mujoco 1