Fine-tuning, Training & Data
tensorflow
tensorflow/tensorflow
A machine learning framework for building, training and deploying models.
★ 198.8K⑂ 76.2KC++
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Fine-tuning, Training & Data
pytorch
pytorch/pytorch
A deep learning framework with tensor computation, automatic differentiation and GPU acceleration.
★ 102.8K⑂ 29.1KPython
Fine-tuning, Training & Data
keras
keras-team/keras
A high-level API for building and training deep learning models.
★ 64.3K⑂ 19.8KPython
Fine-tuning, Training & Data
scikit-learn
scikit-learn/scikit-learn
A Python machine learning library for classification, regression, clustering and model evaluation.
★ 67.2K⑂ 27.4KPython
LLM & Foundation Models
minimind
jingyaogong/minimind
A lightweight implementation for exploring small language model pretraining and fine-tuning.
★ 58.6K⑂ 7.6KPython
Fine-tuning, Training & Data
LlamaFactory
hiyouga/LlamaFactory
A unified fine-tuning toolkit for large language and vision-language models.
★ 74.6K⑂ 9.1KPython
Fine-tuning, Training & Data
pytorch-lightning
Lightning-AI/pytorch-lightning
Organize PyTorch training with reusable loops, checkpoints, logging, and device strategies.
★ 31.3K⑂ 3.8KPython
Fine-tuning, Training & Data
ColossalAI
hpcaitech/ColossalAI
Distributed training and inference tools for parallelism and memory management in large-model workloads.
★ 41.4K⑂ 4.5KPython
Fine-tuning, Training & Data
DeepSpeed
deepspeedai/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
★ 43K⑂ 4.9KPython
Fine-tuning, Training & Data
aikit
kaito-project/aikit
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
★ 535⑂ 57Go
Agents & Multi-Agent
Flyte 2: Dynamic, Resilient AI Orchestration
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
Agents & Multi-Agent
LlamaIndex
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
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