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Awesome-Multimodal-Large-Language-Models BradyFU

638

9.7k

unknown

228

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

multi-modality chain-of-thought instruction-tuning in-context-learning instruction-following large-language-models visual-chain-of-thought visual-instruction-tuning visual-in-context-learning large-vision-language-model multimodal-chain-of-thought large-vision-language-models multimodal-instruction-tuning multimodal-in-context-learning multimodal-large-language-models

Created 2023-05-19

617 commits to main branch, last one a day ago

LLMSurvey RUCAIBox

710

9.2k

unknown

139

The official GitHub page for the survey paper "A Survey of Large Language Models".

llm llms rlhf chatgpt pre-training chain-of-thought instruction-tuning in-context-learning large-language-models natural-language-processing pre-trained-language-models

Created 2023-03-14

138 commits to main branch, last one 13 days ago

DecryptPrompt DSXiangLi

215

2.2k

unknown

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总结Prompt&LLM论文，开源数据&模型，AIGC应用

llm aigc papers prompt chatgpt llm-agent demonstration prompt-tuning chain-of-thought few-shot-learning instruction-tuning prompt-engineering zero-shot-learning in-context-learning

Created 2023-02-10

693 commits to main branch, last one a day ago

Chain-of-ThoughtsPapers Timothyxxx

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1.9k

unknown

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A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

palm codex gpt-3 prompt-learning chain-of-thought in-context-learning large-language-models

This repository has been archived (exclude archived)

Created 2022-04-06

73 commits to main branch, last one 8 months ago

prompt-in-context-learning EgoAlpha

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1.4k

mit

35

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

cot llm prompt chatbot chatgpt chatgpt-api pre-training prompt-design prompt-tuning prompt-toolkit prompt-learning chain-of-thought language-modeling prompt-engineering in-context-learning large-language-model prompt-based-learning language-understanding

Created 2023-03-08

676 commits to main branch, last one 2 days ago

auto-cot amazon-science

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1.2k

apache-2.0

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Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

gpt-3 reasoning gpt3-prompts gpt3-resources chain-of-thought prompt-engineering large-language-models

Created 2022-10-05

21 commits to main branch, last one about a year ago

Awesome-LLM-Reasoning atfortes

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1.2k

mit

27

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.

cot gpt mllm vllm gpt-4 papers prompt awesome chatgpt reasoning multimodal language-models chain-of-thought prompt-engineering question-answering in-context-learning

Created 2022-11-05

131 commits to main branch, last one 23 days ago

Prompt4ReasoningPapers zjunlp

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814

mit

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[ACL 2023] Reasoning with Language Model Prompting: A Survey

Created 2022-09-14

139 commits to main branch, last one 2 months ago

babyagi-asi oliveirabruno01

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755

mit

18

BabyAGI: an Autonomous and Self-Improving agent, or BASI

ai agi chain-of-thought autonomous-agents program-of-thoughts

Created 2023-04-07

147 commits to main branch, last one 12 months ago

DriveLM OpenDriveLab

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660

apache-2.0

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DriveLM: Driving with Graph Visual Question Answering

llm prompting vision-language chain-of-thought tree-of-thoughts graph-of-thoughts autonomous-driving prompt-engineering large-language-models

Created 2023-08-08

395 commits to main branch, last one 18 days ago

Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu

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535

mit

22

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

llms gpt-3 gpt-4 safety chatgpt prompting robustness calibration reliability awesome-list hallucination chain-of-thought prompt-engineering in-context-learning large-language-models uncertainty-estimation uncertainty-quantification

Created 2023-03-20

148 commits to main branch, last one 2 days ago

LM-reasoning jeffhj

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498

mit

16

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

llm gpt-3 chatgpt reasoning paper-list awesome-list language-models prompt-learning chain-of-thought language-modeling human-intelligence prompt-engineering deductive-reasoning in-context-learning large-language-models artificial-intelligence natural-language-processing

Created 2022-12-20

25 commits to main branch, last one 11 months ago

EasyInstruct zjunlp

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320

mit

7

An Easy-to-use Instruction Processing Framework for LLMs.

api gpt tool gpt-3 llama knowlm prompt python chatgpt prompting reasoning multimodal easyinstruct instructions pypy-library chain-of-thought in-context-learning large-language-models

Created 2023-03-07

179 commits to main branch, last one about a month ago

langtorch li2109

45

286

apache-2.0

18

🔥 Building composable LLM applications & workflow with Java.

ai llm java openai chatgpt langchain langtorch chatgpt-plugins semantic-kernel chain-of-thought large-language-models

This repository has been archived (exclude archived)

Created 2023-04-01

381 commits to master branch, last one 11 months ago

PromptInject agencyenterprise

27

276

mit

9

PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Sa...

agi gpt-3 ai-safety ml-safety ai-alignment agi-alignment language-models chain-of-thought machine-learning prompt-engineering adversarial-attacks large-language-models

Created 2022-10-25

2 commits to main branch, last one about a year ago

instruction-datasets raunak-agarwal

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221

unknown

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All available datasets for Instruction Tuning of Large Language Models

gpt-3 gpt-4 alpaca chatgpt dataset gpt4all sharegpt open-assistant chain-of-thought instruction-tuning multi-task-learning large-language-models

Created 2023-03-31

58 commits to main branch, last one 6 months ago

CoT-Reasoning-Survey zchuz

5

220

mit

6

A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

survey-paper deep-learning chain-of-thought large-language-model chain-of-thought-reasoning natural-language-procressing

Created 2023-09-22

50 commits to main branch, last one 5 months ago

ChatGPT-vs.-BERT WHU-ZQH

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192

unknown

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🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

bert chatgpt chain-of-thought in-context-learning natural-language-understanding

Created 2023-02-18

66 commits to main branch, last one about a year ago

the-compiler kyegomez

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142

apache-2.0

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Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!

agora autogpt chatgpt deep-learning multi-modality chain-of-thought tree-of-thoughts multi-modal-fusion prompt-engineering artficial-intelligence reinforcement-learning deep-learning-algorithms multimodal-deep-learning

Created 2023-05-22

48 commits to main branch, last one 10 months ago

ircot StonyBrookNLP

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apache-2.0

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Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23

chain-of-thought question-answering multi-step-reasoning multi-step-retrieval large-language-models retrieval-augmented-qa

Created 2022-12-20

18 commits to main branch, last one 2 months ago

FlanT5-CoT-Specialization FranxYao

3

113

mit

3

Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.

chain-of-thought machine-reasoning emergent-abilities large-language-models

Created 2022-11-09

43 commits to main branch, last one 11 months ago

PanelGPT holarissun

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95

unknown

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We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!

gpt llms prompts prompt-tuning chain-of-thought zero-shot-prompts prompt-engineering arithmetic-reasoning large-language-models

Created 2023-07-18

21 commits to main branch, last one 3 months ago

THOR-ISA scofield7419

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apache-2.0

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Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting

reasoning chain-of-thought sentiment-analysis

Created 2023-05-18

22 commits to main branch, last one 9 months ago

awesome-deliberative-prompting logikon-ai

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cc0-1.0

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Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.

awesome reasoning awesome-list deliberation generative-ai chain-of-thought prompt-engineering large-language-models

Created 2023-08-09

114 commits to main branch, last one about a month ago

SumCoT Alsace08

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47

apache-2.0

2

Code and Data Repo for ACL'23 Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"

nlp summarization chain-of-thought large-language-models

Created 2023-05-12

17 commits to master branch, last one 4 months ago

Awesome-LLM-Self-Consistency SuperBruceJia

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mit

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Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

llms gpt-3 gpt-4 chatgpt reasoning semantics llms-reasoning chain-of-thought self-consistency factual-consistency logical-consistency semantics-preserving semantics-consistency hypothetical-consistency compositional-consistency pretrained-language-model self-consistency-learning self-consistency-benchmark self-consistent-generation

Created 2023-10-08

67 commits to main branch, last one 2 months ago

tree-of-knowledge fblgit

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39

gpl-3.0

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ToK aka Tree of Knowledge for Large Language Models LLM. It's a novel dataset that inspires knowledge symbolic correlation in simple input and output prompts

ai llm dataset chain-of-thought tree-of-thoughts chain-of-thoughts tree-of-knowledge chain-of-knowledge symbolic-reasoning

Created 2023-05-20

17 commits to master branch, last one 11 months ago