instruction-following

There are 11 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 29097
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-chain-of-thought visual-in-context-learning visual-instruction-tuning
10392
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 8113
zjunlp / LLMAgentPapers
Must-read Papers on LLM Agents.
agents awsome-list environment interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt agent review survey in-context-learning instruction-following surveys
1411
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 1288
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 1113
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
1037
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 738
VinAIResearch / PhoGPT
PhoGPT: Generative Pre-training for Vietnamese (2023)
generative-pre-trained-transformer gpt instruction-following llm phogpt vietnamese vietnamese-nlp
Language:Python 737
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
736
kevinamiri / Instructgpt-prompts
A collection of ChatGPT and GPT-3.5 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
462
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.
data-augmentation instruction-following kd knowledge-distillation large-language-model llm self-training survey compression data-synthesis feedback multi-modal self-distillation alignment supervised-finetuning
371
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 279
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 214
YJiangcm / Lion
Code for "Lion: Adversarial Distillation of Proprietary Large Language Models (EMNLP 2023)"
instruction-following knowledge-distillation large-language-models
Language:Python 193
A-baoYang / alpaca-7b-chinese
Finetune LLaMA-7B with Chinese instruction datasets
chatgpt deep-learning llm nlp pytorch alpaca fine-tuning lora instruction-following
Language:Python 131
bigcode-project / bigcodebench
BigCodeBench: The Next Generation of HumanEval
benchmark chatgpt code-generation large-language-models program-synthesis tool-use function-calling instruction-following claude-3 gemini gpt-4 deepseek llm
Language:Python 109
YangLing0818 / EditWorld
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
image-editing instruction-following large-language-models text-to-image video-language-understanding
Language:Python 94
PyThaiNLP / WangChanGLM
WangChanGLM 🐘 - The Multilingual Instruction-Following Model
chatbot instruction-following llm multilingual-models
Language:Jupyter Notebook 92
baaivision / EVE
EVE Series: Encoder-Free Vision-Language Models from BAAI
chatbot computer-vision instruction-following large-language-models mllm multimodal-large-language-models vlm encoder-free-vlm llm clip vision-language-models
Language:Python 68
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
58
YJiangcm / FollowBench
Code for "FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models (ACL 2024)"
benchmark instruction-following large-language-models constraints multi-level
Language:Python 54
lhao499 / instructrl
Instruction Following Agents with Multimodal Transforemrs
flax instruction-following instructions jax machine-learning reinforcement-learning transformer vision-language-transformer
Language:Python 49
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 48
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 37
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 32
2toinf / IVM
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 20
mchl-labs / stambecco
The home of Stambecco 🦌: Italian Instruction-following LLaMA Model
deep-learning instruction-following language-model llama
Language:Jupyter Notebook 20
lizhaoliu-Lec / CG-VLM
This is the official repo for Contrastive Vision-Language Alignment Makes Efficient Instruction Learner.
contrastive-learning data-efficient data-efficient-learning instruction-following instruction-tuning large-language-models vision-language vision-language-model
19
A-baoYang / instruction-finetune-datasets
Collect and maintain high quality instruction finetune datasets in different domain and languages. 搜集並維護高品質各專業領域及語言的指令微調資料集
chatgpt datasets fine-tuning instruction-following llm
18
Lichang-Chen / AlpaGasus
A better Alpaca Model Trained with Less Data (only 9k instructions of the original set)
data-centric-ai filtering-data instruction-following large-language-models
Language:HTML 18
tml-epfl / icl-alignment
Is In-Context Learning Sufficient for Instruction Following in LLMs?
alignment in-context-learning instruction-following
Language:Python 16
declare-lab / RobustMIFT
[Arxiv 2024] Official Implementation of the paper: "Towards Robust Instruction Tuning on Multimodal Large Language Models"
large-language-models multimodal-large-language-models llm multimodal-instruction-tuning instruction-following llm-robustness
Language:Jupyter Notebook 8
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
4
tamlhp / awesome-instruction-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
4
frankroeder / hipss
Code for the Paper "Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics"
grounded-language-learning hindsight-experience-replay instruction-following robotics
Language:Python 3