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In Context Learning Python Packages

Python packages with the GitHub topic in-context-learning. Sorted by relevance, with stars and monthly downloads.
SynaLinks
synalinks

From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices

9K 434 39
allenai
smashed

SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.

5K 35 6
zjunlp
easyinstruct

An Easy-to-use Instruction Processing Framework for Large Language Models.

400 405 36
FutureAGI
xenoverse

Benchmarking general decision-making with open & random worlds

355 20 7
Shark-NLP
openicl

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

297 587 31
vivy1024
daml-rag-framework

🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG混合检索 + 推理时学习 + 教师-学生双模型协作 | Production-ready vertical domain AI solution

294 1 0
hc495
staicc

A standardized toolkit for classification task on In-context Learning. Official code implementation of paper: "StaICC: Standardized Evaluation for Classification Task in In-context Learning"

151 2 0
SynaLinks
mseep-synalinks

Graph-Based Programmable Neuro-Symbolic LM Framework

114 434 39
Shark-NLP
openicl-nolabel

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

108 587 31
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