Агенты и мультиагенты
run-llama/llama_index
LlamaIndex is an open-source Python data framework for building LLM applications with private data, offering data connectors, indexing structures, and advanced retrieval interfaces. It is complemented by LlamaParse, an enterprise platform for agentic OCR, parsing, extraction, and indexing.
★ 51,4K⑂ 7,9KPython
MITQ98
Дообучение, обучение и данные
langfuse/langfuse
An open-source LLM engineering platform for tracing, evaluating, debugging, and improving AI applications, with prompt management, datasets, metrics, a playground, APIs, and managed or self-hosted deployment options.
★ 32,4K⑂ 3,5KTypeScript
NOASSERTIONQ98
Дообучение, обучение и данные
oumi-ai/oumi
Oumi is a Python-based platform for preparing data, training and fine-tuning open-weight foundation models, evaluating results, running inference, and deploying models. It provides configuration recipes and a consistent CLI for local, cluster, and cloud workflows.
★ 9,4K⑂ 784Python
Apache-2.0Q98
Агенты и мультиагенты
flyteorg/flyte
Flyte is an open-source orchestration framework for reliably building, scaling, and deploying machine learning pipelines, models, and agents using pure Python.
★ 7,2K⑂ 861Go
Apache-2.0Q98
Дообучение, обучение и данные
deepspeedai/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
★ 43K⑂ 4,9KPython
Apache-2.0Q94
Дообучение, обучение и данные
kaito-project/aikit
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
★ 535⑂ 57Go
MITQ94
Дообучение, обучение и данные
tensorflow/tensorflow
A machine learning framework for building, training and deploying models.
★ 198,8K⑂ 76,2KC++
Apache-2.0Q90
Дообучение, обучение и данные
hiyouga/LlamaFactory
A unified fine-tuning toolkit for large language and vision-language models.
★ 74,6K⑂ 9,1KPython
Apache-2.0Q90
Дообучение, обучение и данные
scikit-learn/scikit-learn
A Python machine learning library for classification, regression, clustering and model evaluation.
★ 67,2K⑂ 27,4KPython
BSD-3-ClauseQ90
Дообучение, обучение и данные
keras-team/keras
A high-level API for building and training deep learning models.
★ 64,3K⑂ 19,8KPython
Apache-2.0Q90
LLM и базовые модели
jingyaogong/minimind
A lightweight implementation for exploring small language model pretraining and fine-tuning.
★ 58,6K⑂ 7,6KPython
Apache-2.0Q90
Дообучение, обучение и данные
microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
★ 113,5K⑂ 60,9KJupyter Notebook
MITQ89