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Awesome-Multimodal-Large-Language-Models BradyFU

839

13.2k

unknown

256

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

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

782 commits to main branch, last one 6 hours ago

LLMSurvey RUCAIBox

827

10.6k

unknown

159

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

139 commits to main branch, last one 4 months ago

Awesome-LLM-Strawberry hijkzzz

314

5.7k

apache-2.0

91

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

llm mcts coding openai-o1 strawberry mathematics chain-of-thought reinforcement-learning

Created 2024-09-15

162 commits to main branch, last one a day ago

DecryptPrompt DSXiangLi

282

2.8k

unknown

62

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

863 commits to main branch, last one a day ago

Awesome-LLM-Reasoning atfortes

122

2.1k

mit

39

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓

cot gpt mllm gpt-4o papers prompt awesome chatgpt marco-o1 insight-v openai-o1 reasoning multimodal strawberry language-models chain-of-thought prompt-engineering in-context-learning

Created 2022-11-05

173 commits to main branch, last one 4 days ago

Chain-of-ThoughtsPapers Timothyxxx

131

2.0k

unknown

50

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This repository has been archived (exclude archived)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 about a year ago

optillm codelion

137

1.8k

apache-2.0

22

Optimizing inference proxy for LLMs

Created 2024-08-22

267 commits to main branch, last one 22 days ago

auto-cot amazon-science

145

1.6k

apache-2.0

17

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

prompt-in-context-learning EgoAlpha

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1.5k

mit

37

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

707 commits to main branch, last one 3 days ago

Prompt4ReasoningPapers zjunlp

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906

mit

26

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

Created 2022-09-14

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

DriveLM OpenDriveLab

60

900

apache-2.0

21

[ECCV 2024 Oral] 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

412 commits to main branch, last one 2 months ago

babyagi-asi oliveirabruno01

91

784

mit

21

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 about a year ago

Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu

47

683

mit

25

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

150 commits to main branch, last one 6 months ago

LM-reasoning jeffhj

34

546

mit

18

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 about a year ago

EasyInstruct zjunlp

36

381

mit

9

[ACL 2024] 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

201 commits to main branch, last one 10 days ago

CoT-Reasoning-Survey zchuz

13

372

mit

7

[ACL 2024] 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

54 commits to main branch, last one 5 months ago

PromptInject agencyenterprise

32

320

mit

11

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 2 years ago

langtorch li2109

47

295

mit

21

🔥 Building composable LLM applications & workflow with Java.

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

Created 2023-04-01

384 commits to master branch, last one 4 months ago

Awesome-Attention-Heads IAAR-Shanghai

8

286

unknown

11

An awesome repository & A comprehensive survey on interpretability of LLM attention heads.

gpt llm survey awesome transformer llm-reasoning research-paper chain-of-thought circuit-analysis interpretability machine-psychology attention-mechanism visualization-tools attention-head-mining large-language-models cognitive-neuroscience

Created 2024-07-03

95 commits to master branch, last one 2 days ago

instruction-datasets raunak-agarwal

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238

unknown

9

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 about a year ago

ChatGPT-vs.-BERT WHU-ZQH

9

192

unknown

5

🎁[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

ircot StonyBrookNLP

22

181

apache-2.0

21

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

20 commits to main branch, last one 6 months ago

ICSFSurvey IAAR-Shanghai

4

174

unknown

3

Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.

decoding reasoning self-refine self-correct hallucination self-feedback attention-head self-correction chain-of-thought self-consistency self-improvement data-augmentation preference-learning internal-consistency large-language-model large-language-models knowledge-distillation

Created 2024-06-01

36 commits to master branch, last one 14 days ago

open-strawberry pseudotensor

18

157

apache-2.0

8

Building open version of OpenAI o1 via reasoning traces (Groq, ollama, Anthropic, Gemini, OpenAI, Azure supported) Demo: https://huggingface.co/spaces/pseudotensor/open-strawberry

o1 groq llama3 openai anthropic reasoning chain-of-thought

Created 2024-09-15

92 commits to main branch, last one 2 months ago

the-compiler kyegomez

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143

apache-2.0

4

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 about a year ago

PanelGPT holarissun

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137

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 10 months ago

FlanT5-CoT-Specialization FranxYao

2

126

mit

4

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 about a year ago

awesome-deliberative-prompting logikon-ai

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101

cc0-1.0

7

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

122 commits to main branch, last one 4 months ago

Kiln Kiln-AI

3

89

unknown

5

Kiln AI: the easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

ai ml rlhf macos ollama openai prompt python windows fine-tuning collaboration synthetic-data chain-of-thought machine-learning dataset-generation prompt-engineering

Created 2024-07-23

926 commits to main branch, last one 15 hours ago

THOR-ISA scofield7419

10

84

apache-2.0

2

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 about a year ago