chain-of-thought

There are 17 repositories under chain-of-thought topic.

BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
instruction-tuning instruction-following large-vision-language-model visual-instruction-tuning multi-modality in-context-learning large-language-models large-vision-language-models multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-chain-of-thought visual-in-context-learning chain-of-thought
8913
RUCAIBox / LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Language:Python 8754
DSXiangLi / DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning
2077
Timothyxxx / Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
chain-of-thought large-language-models prompt-learning palm codex gpt-3 in-context-learning
1831
EgoAlpha / prompt-in-context-learning
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.
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling language-understanding large-language-model llm pre-training prompt prompt-based-learning prompt-design prompt-engineering prompt-learning prompt-toolkit prompt-tuning
Language:Jupyter Notebook 1341
amazon-science / auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
large-language-models prompt-engineering gpt-3 gpt3-prompts gpt3-resources reasoning chain-of-thought
Language:Jupyter Notebook 1165
atfortes / Awesome-LLM-Reasoning
Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.
language-models reasoning prompt question-answering in-context-learning chatgpt chain-of-thought prompt-engineering cot awesome gpt gpt-4 mllm multimodal papers vllm
1079
zjunlp / Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
prompt reasoning awsome-list chain-of-thought paper-list survey nlp datasets language-models natural-language-processing large-language-models artificial-intelligence arithmetic-reasoning commonsense-reasoning symbolic-reasoning prompt-engineering logical-reasoning llm chatgpt gpt-3
797
oliveirabruno01 / babyagi-asi
BabyAGI: an Autonomous and Self-Improving agent, or BASI
agi ai autonomous-agents chain-of-thought program-of-thoughts
Language:Python 745
OpenDriveLab / DriveLM
DriveLM: Driving with Graph Visual Question Answering
autonomous-driving large-language-models vision-language chain-of-thought graph-of-thoughts llm prompting tree-of-thoughts prompt-engineering
Language:HTML 621
jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration gpt-3 gpt-4 llms reliability robustness safety uncertainty-estimation uncertainty-quantification chatgpt prompt-engineering prompting chain-of-thought in-context-learning large-language-models hallucination
510
jeffhj / LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
large-language-models reasoning deductive-reasoning natural-language-processing artificial-intelligence human-intelligence language-modeling language-models awesome-list chain-of-thought paper-list in-context-learning prompt-learning chatgpt gpt-3 llm prompt-engineering
494
zjunlp / EasyInstruct
An Easy-to-use Instruction Processing Framework for LLMs.
api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool
Language:Python 304
Knowly-ai / langtorch
🔥 Building composable LLM applications & workflow with Java.
chatgpt langchain large-language-models llm openai chatgpt-plugins langtorch chain-of-thought semantic-kernel ai java
Language:Java 279
agencyenterprise / PromptInject
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 Safety Workshop 2022
ai-safety language-models ml-safety agi ai-alignment agi-alignment adversarial-attacks gpt-3 large-language-models machine-learning chain-of-thought prompt-engineering
Language:Python 268
raunak-agarwal / instruction-datasets
All available datasets for Instruction Tuning of Large Language Models
chatgpt gpt-3 gpt-4 instruction-tuning multi-task-learning alpaca dataset large-language-models sharegpt gpt4all open-assistant chain-of-thought
217
zchuz / CoT-Reasoning-Survey
A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
chain-of-thought-reasoning deep-learning large-language-model natural-language-procressing survey-paper chain-of-thought
211
WHU-ZQH / ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
bert chain-of-thought chatgpt in-context-learning natural-language-understanding
Language:Python 192
kyegomez / the-compiler
Seed, Code, Harvest: Grow Your Own App with Tree of Thoughts!
agora artficial-intelligence autogpt chatgpt prompt-engineering tree-of-thoughts chain-of-thought deep-learning deep-learning-algorithms multi-modal-fusion multi-modality multimodal-deep-learning reinforcement-learning
Language:Python 140
FranxYao / FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
chain-of-thought large-language-models emergent-abilities machine-reasoning
Language:Jupyter Notebook 110
StonyBrookNLP / ircot
Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23
chain-of-thought large-language-models multi-step-reasoning question-answering multi-step-retrieval retrieval-augmented-qa
Language:Jsonnet 97
holarissun / PanelGPT
We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!
arithmetic-reasoning chain-of-thought gpt large-language-models llms prompt-engineering prompt-tuning prompts zero-shot-prompts
Language:Python 86
scofield7419 / THOR-ISA
Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting
chain-of-thought sentiment-analysis reasoning
Language:Python 72
Alsace08 / SumCoT
Code and Data Repo for ACL'23 Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"
chain-of-thought large-language-models nlp summarization
Language:Python 46
mukhal / grace
[EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning
chain-of-thought decoding language-model multi-step-reasoning reasoning text-generation llm mathematical-reasoning symbolic-reasoning
Language:Python 35
SuperBruceJia / Awesome-LLM-Self-Consistency
Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models
chain-of-thought chatgpt compositional-consistency factual-consistency gpt-3 gpt-4 hypothetical-consistency llms llms-reasoning logical-consistency pretrained-language-model reasoning self-consistency self-consistency-benchmark self-consistency-learning self-consistent-generation semantics semantics-consistency semantics-preserving
34
fblgit / tree-of-knowledge
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
dataset tree-of-knowledge llm ai chain-of-knowledge chain-of-thought symbolic-reasoning tree-of-thoughts chain-of-thoughts
33
TianHongZXY / CoRe
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models
chain-of-thought gpt nlp reasoning math-word-problem language-model acl acl2023 deberta gpt-j gpt-j-6b llms mcts monte-carlo-tree-search bert gsm8k
Language:Python 32
Alab-NII / chain-of-thought
Research papers about Chain of Thought (CoT)
chain-of-thought chain-of-thought-reasoning cot large-language-models prompt-learning reasoning codex gpt-3 prompt-engineering in-context-prompting
27
Yangyi-Chen / CoTConsistency
The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".
chain-of-thought consistency large-language-models reasoning vision-language
27
logikon-ai / awesome-deliberative-prompting
Awesome deliberative prompting: How to ask LLMs to produce reliable reasoning and make reason-responsive decisions.
awesome awesome-list chain-of-thought deliberation generative-ai large-language-models prompt-engineering reasoning
26
l294265421 / ChatGPT-Techniques-Introduction-for-Everyone
ChatGPT技术介绍
chatgpt prompt-learning in-context-learning chain-of-thought codex instruct-gpt language-model large-language-models llm
17
bzluan / TextCoT
The official repo for “TextCoT: Zoom In for Enhanced Multimodal Text-Rich Image Understanding”.
chain-of-thought large-multimodal-models
Language:Python 10
rocket-pig / autobabytermux
chatGPT 'Autonomous Agent' in Node.js, written/runs in Termux. Sandboxed REPL access, Termux:API interface, chain-of-thought Question-Observation-Thought-Action-Result reasoning. All in 600 lines of js
autonomous-agent chatgpt nodejs termux chain-of-thought
Language:JavaScript 9
matthieu-perso / native
Open source & private LLM apps on your desktop
chain-of-thought desktop-app diffusion-models langchain llm nlp transformer
Language:TypeScript 7
xf-zhao / LoT
Official implementation of LoT paper: "Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic"
chain-of-thought chain-of-thought-prompting chain-of-thought-reasoning chain-of-thoughts language language-model llm llms logic lot reasoning symbolic-logic symbolic-logic-reasoning zero-shot coling coling2024
Language:Python 7

chain-of-thought

BradyFU / Awesome-Multimodal-Large-Language-Models

RUCAIBox / LLMSurvey

DSXiangLi / DecryptPrompt

Timothyxxx / Chain-of-ThoughtsPapers

EgoAlpha / prompt-in-context-learning

amazon-science / auto-cot

atfortes / Awesome-LLM-Reasoning

zjunlp / Prompt4ReasoningPapers

oliveirabruno01 / babyagi-asi

OpenDriveLab / DriveLM

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

jeffhj / LM-reasoning

zjunlp / EasyInstruct

Knowly-ai / langtorch

agencyenterprise / PromptInject

raunak-agarwal / instruction-datasets

zchuz / CoT-Reasoning-Survey

WHU-ZQH / ChatGPT-vs.-BERT

kyegomez / the-compiler

FranxYao / FlanT5-CoT-Specialization

StonyBrookNLP / ircot

holarissun / PanelGPT

scofield7419 / THOR-ISA

Alsace08 / SumCoT

mukhal / grace

SuperBruceJia / Awesome-LLM-Self-Consistency

fblgit / tree-of-knowledge

TianHongZXY / CoRe

Alab-NII / chain-of-thought

Yangyi-Chen / CoTConsistency

logikon-ai / awesome-deliberative-prompting

l294265421 / ChatGPT-Techniques-Introduction-for-Everyone

bzluan / TextCoT

rocket-pig / autobabytermux

matthieu-perso / native

xf-zhao / LoT