#In-context-learning

Showing 21 of 21 repositories tagged #in-context-learning, ranked by stars

RUCAIBox
RUCAIBox
LLMSurvey

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

Score
0
โ˜… 12.2k โ‘‚ 935 โ€”
Python
NirDiamant
NirDiamant
Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

Score
100
โ˜… 7.7k โ‘‚ 985 +5/day
Jupyter Notebook
mlfoundations
mlfoundations
open_flamingo

An open-source framework for training large multimodal models.

Score
100
โ˜… 4.1k โ‘‚ 321 +3/day
Python
atfortes
atfortes
Awesome-LLM-Reasoning

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 ๐Ÿ“

Score
88
โ˜… 3.6k โ‘‚ 212 +3/day
DSXiangLi
DSXiangLi
DecryptPrompt

ๆ€ป็ป“Prompt&LLM่ฎบๆ–‡๏ผŒๅผ€ๆบๆ•ฐๆฎ&ๆจกๅž‹๏ผŒAIGCๅบ”็”จ

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94
โ˜… 3.4k โ‘‚ 322 โ€”
zjunlp
zjunlp
LLMAgentPapers

Must-read Papers on LLM Agents.

Score
100
โ˜… 3.1k โ‘‚ 186 +4/day
EgoAlpha
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.

Score
81
โ˜… 2.2k โ‘‚ 189 โ€”
Jupyter Notebook
lifeiteng
lifeiteng
vall-e

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

Score
69
โ˜… 2.2k โ‘‚ 331 โ€”
Python
jxzhangjhu
jxzhangjhu
Awesome-LLM-Uncertainty-Reliability-Robustness

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

Score
75
โ˜… 826 โ‘‚ 59 โ€”
jeffhj
jeffhj
LM-reasoning

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

Score
56
โ˜… 572 โ‘‚ 37 โ€”
zjunlp
zjunlp
EasyInstruct

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

Score
50
โ˜… 407 โ‘‚ 36 โ€”
Python
HenryHZY
HenryHZY
Awesome-Multimodal-LLM

Research Trends in LLM-guided Multimodal Learning.

Score
44
โ˜… 356 โ‘‚ 16 โ€”
archersama
archersama
awesome-recommend-system-pretraining-papers

Paper List for Recommend-system PreTrained Models

Score
62
โ˜… 352 โ‘‚ 31 +1/day
zhilizju
zhilizju
Awesome-instruction-tuning

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

Score
38
โ˜… 347 โ‘‚ 14 +2/day
Python
huangwl18
huangwl18
language-planner

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

Score
0
โ˜… 280 โ‘‚ 36 โ€”
Jupyter Notebook
WHU-ZQH
WHU-ZQH
ChatGPT-vs.-BERT

๐ŸŽ[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

Score
31
โ˜… 191 โ‘‚ 7 โ€”
Python
ShiZhengyan
ShiZhengyan
PowerfulPromptFT

[NeurIPS 2023 Main Track] This is the repository for the paper titled "Donโ€™t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

Score
25
โ˜… 76 โ‘‚ 19 โ€”
Python
modelscope
modelscope
PromptScope

Enjoy easier conversations with LLM

Score
12
โ˜… 46 โ‘‚ 6 โ€”
Python
gmp007
gmp007
PropertyExtractor

Generative AI-based Software for Material Property and Database Generation

Score
19
โ˜… 14 โ‘‚ 2 โ€”
Python
cambridgeltl
cambridgeltl
prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Score
0
โ˜… 12 โ‘‚ 2 โ€”
Python
Pro-GenAI
Pro-GenAI
LML-DAP

๐Ÿ“Š Language Model Learning a Dataset for Data-Augmented Prediction

Score
6
โ˜… 11 โ‘‚ 0 โ€”
Jupyter Notebook
Related Topics
#chatgpt#large-language-models#llm#prompt-engineering#chain-of-thought#llms#prompt#instruction-tuning#prompting#gpt#language-model#awesome-list

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