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Awesome-Multimodal-Large-Language-Models BradyFU

769

11.9k

unknown

270

: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

698 commits to main branch, last one 3 days ago

LLMSurvey RUCAIBox

796

10.1k

unknown

154

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 about a month ago

open_flamingo mlfoundations

277

3.7k

mit

47

An open-source framework for training large multimodal models.

pytorch flamingo deep-learning language-model computer-vision in-context-learning multimodal-learning

Created 2022-10-20

502 commits to main branch, last one 11 months ago

DecryptPrompt DSXiangLi

264

2.6k

unknown

56

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

800 commits to main branch, last one 2 days ago

Painter baaivision

168

2.5k

mit

37

Painter & SegGPT Series: Vision Foundation Models from BAAI

seggpt cvpr2023 generalist-model generalist-painter in-context-learning in-context-visual-learning segmentation-foundation-model

Created 2022-12-05

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

vall-e lifeiteng

319

2.0k

apache-2.0

49

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

tts valle vall-e chatgpt text-to-speech in-context-learning large-language-models

Created 2023-01-27

244 commits to main branch, last one 10 months ago

Chain-of-ThoughtsPapers Timothyxxx

129

1.9k

unknown

49

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This repository has been archived (exclude archived)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 11 months ago

LLMAgentPapers zjunlp

92

1.7k

unknown

46

Must-read Papers on LLM Agents.

llm nlp agent agents prompt review survey surveys paper-list awsome-list environment interactive multiagent-systems in-context-learning instruction-following large-language-models natural-language-processing

Created 2023-05-19

161 commits to main branch, last one 18 days ago

Awesome-LLM-Reasoning atfortes

92

1.6k

mit

36

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

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

Created 2022-11-05

163 commits to main branch, last one 16 hours ago

Emu baaivision

85

1.6k

apache-2.0

21

Emu Series: Generative Multimodal Models from BAAI

instruct-tuning foundation-models in-context-learning multimodal-generalist multimodal-pretraining generative-pretraining-in-multimodality

Created 2023-07-11

41 commits to main branch, last one a day ago

prompt-in-context-learning EgoAlpha

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1.5k

mit

36

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

703 commits to main branch, last one 4 days ago

Awesome-LLM4IE-Papers quqxui

40

684

unknown

10

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

event-arguments event-detection event-extraction data-augmentation few-shot-learning zero-shot-learning in-context-learning relation-extraction cross-domain-learning large-language-models information-extraction named-entity-recognition knowledge-graph-construction

Created 2023-12-28

67 commits to main branch, last one 24 days ago

Awesome-LLM-Uncertainty-Reliability-Robustness jxzhangjhu

43

638

mit

24

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 3 months ago

OpenICL Shark-NLP

28

529

apache-2.0

8

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

nlp language-model in-context-learning

Created 2023-02-25

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

LM-reasoning jeffhj

33

525

mit

17

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

awesome-instruction-learning RenzeLou

24

453

mit

7

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

prompt survey datasets paper-list instruction awesome-list instruction-tuning in-context-learning instruction-learning large-language-models pretrained-language-model

Created 2023-02-21

190 commits to main branch, last one 5 months ago

EasyInstruct zjunlp

33

358

mit

8

[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

195 commits to main branch, last one 2 months ago

Awesome-Multimodal-LLM HenryHZY

16

347

mit

16

Research Trends in LLM-guided Multimodal Learning.

llm multimodal instruction-tuning in-context-learning multimodal-learning large-language-models parameter-efficient-tuning parameter-efficient-learning multimodal-large-language-models

Created 2023-05-29

16 commits to main branch, last one 11 months ago

freshqa freshllms

16

321

apache-2.0

18

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

few-shot-prompting in-context-learning large-language-models retrieval-augmented-generation

Created 2023-10-03

137 commits to main branch, last one 5 days ago

awesome-recommend-system-pretraining-papers archersama

27

315

unknown

8

Paper List for Recommend-system PreTrained Models

llm paper papers awesome paperlist pretraining awesome-list ctr-prediction recommendation pretraining-paper pretraining-for-ir recommender-system in-context-learning large-language-model recommendation-system

Created 2022-07-20

94 commits to main branch, last one 6 months ago

Binder xlang-ai

33

297

apache-2.0

10

[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"

openai language-model prompt-learning language-binding fact-verification symbolic-language question-answering in-context-learning large-language-models natural-language-processing structured-knowledge-grounding

Created 2022-10-07

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

Awesome-instruction-tuning zhilizju

10

295

apache-2.0

2

A curated list of awesome instruction tuning datasets, models, papers and repositories.

gpt llm llms alpaca awesome chatgpt zero-shot awesome-list instruct-gpt instruction-tuning in-context-learning cross-task-generalization

Created 2023-03-26

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

language-planner huangwl18

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243

mit

4

Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

codex gpt-3 planning embodied-ai transformers deep-learning language-model foundation-models in-context-learning knowledge-extraction artificial-intelligence

Created 2022-01-03

4 commits to main branch, last one 2 years ago

ChatGPT-vs.-BERT WHU-ZQH

9

193

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

visual_prompt_retrieval ZhangYuanhan-AI

7

160

cc0-1.0

4

[NeurIPS2023] Official implementation and model release of the paper "What Makes Good Examples for Visual In-Context Learning?"

prompt visual-prompting in-context-learning

Created 2023-01-30

15 commits to seg_val2train branch, last one 6 months ago

rebased corl-team

4

153

apache-2.0

5

Official implementation of the paper "Linear Transformers with Learnable Kernel Functions are Better In-Context Models"

nlp acl2024 pytorch transformer in-context-learning

Created 2024-02-16

9 commits to main branch, last one 7 months ago

Grimoire IAAR-Shanghai

11

116

apache-2.0

7

Grimoire is All You Need for Enhancing Large Language Models

icl llm phi2 gpt-4 llama chatgpt baichuan datasets grimoire in-context-learning

Created 2024-01-09

44 commits to main branch, last one 7 months ago

Awesome-Tool-Learning luban-agi

4

108

mit

3

A curated list of papers and applications on tool learning.

llm papers awesome-list tool-learning in-context-learning

Created 2023-08-16

25 commits to main branch, last one 9 months ago

icl-selective-annotation xlang-ai

16

104

unknown

5

[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"

nlp language-model active-learning sample-selection in-context-learning natural-language-processing

Created 2022-09-04

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

incontext-learning p-lambda

12

94

unknown

12

Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"

gpt-3 dataset few-shot-learning language-modeling in-context-learning

Created 2021-10-28

17 commits to main branch, last one 10 months ago