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
