Ml Training Repositories

33 open-source ml training projects analyzed for architecture, code patterns, and dependencies.

Repository Language Components Stars
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone. 8 components, C++. See how tensorflow is bui
C++ 8 194,783
automatic1111/stable-diffusion-webui
Stable Diffusion web UI. 9 components, Python. See how stable-diffusion-webui is built.
Python 9 162,059
huggingface/transformers
๐Ÿค— Transformers: the model-definition framework for state-of-the-art machine .... 10 components, Pyt
Python 10 158,379
ggml-org/llama.cpp
LLM inference in C/C++. 10 components, C++. See how llama.cpp is built.
C++ 10 100,406
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration. 8 components, Python. Se
Python 8 99,277
openai/whisper
Robust Speech Recognition via Large-Scale Weak Supervision. 10 components, Python. See how whisper i
Python 10 96,959
compvis/stable-diffusion
A latent text-to-image diffusion model. 9 components, Jupyter Notebook. See how stable-diffusion is
Jupyter Notebook 9 72,784
hiyouga/llamafactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024). 9 components, Python. See how LlamaFac
Python 9 70,341
scikit-learn/scikit-learn
scikit-learn: machine learning in Python. 10 components, Python. See how scikit-learn is built.
Python 10 65,584
keras-team/keras
Deep Learning for humans. 12 components, Python. See how keras is built.
Python 12 63,926
unslothai/unsloth
Unsloth Studio is a web UI for training and running open models like Qwen, De.... 10 components, Pyt
Python 10 58,126
karpathy/nanogpt
The simplest, fastest repository for training/finetuning medium-sized GPTs.. 9 components, Python. S
Python 9 56,903
ultralytics/ultralytics
Ultralytics YOLO ๐Ÿš€. 10 components, Python. See how ultralytics is built.
Python 10 55,265
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform. 10 components, Python. See how llama_inde
Python 10 48,173
oobabooga/text-generation-webui
The original local LLM interface. Text, vision, tool-calling, training, and m.... 10 components, Pyt
Python 10 46,385
streamlit/streamlit
Streamlit โ€” A faster way to build and share data apps.. 9 components, Python. See how streamlit is b
Python 9 44,076
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. ๐ŸŒŸ Star to s.... 10 components, Pyt
Python 10 42,226
deepspeedai/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed trai.... 10 components, Pyt
Python 10 41,903
ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a.... 10 components, Pyt
Python 10 41,901
lm-sys/fastchat
An open platform for training, serving, and evaluating large language models..... 9 components, Pyth
Python 9 39,452
jax-ml/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize.... 10 components, Pyt
Python 10 35,442
facebookresearch/detectron2
Detectron2 is a platform for object detection, segmentation and other visual .... 8 components, Pyth
Python 8 34,331
explosion/spacy
๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python. 12 components, Python. See how s
Python 12 33,403
lightning-ai/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero co.... 8 components, Pyth
Python 8 31,058
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLfl.... 10 components, Pyt
Python 10 25,450
haotian-liu/llava
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V leve.... 8 components, Pyth
Python 8 24,698
karpathy/mingpt
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained .... 7 components, Pyth
Python 7 24,189
mlc-ai/mlc-llm
Universal LLM Deployment Engine with ML Compilation. 8 components, Python. See how mlc-llm is built.
Python 8 22,295
huggingface/datasets
๐Ÿค— The largest hub of ready-to-use datasets for AI models with fast, easy-to-.... 10 components, Pyt
Python 10 21,352
huggingface/peft
๐Ÿค— PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.. 10 components, Python. See how peft is b
Python 10 20,867
microsoft/onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training ac.... 10 components, C++
C++ 10 19,709
adonisjs/core
AdonisJS is a TypeScript-first web framework for building web apps and API se.... 10 components, Typ
TypeScript 10 18,827
wasp-lang/wasp
The batteries-included full-stack framework for the AI era. Develop JS/TS web.... 11 components, Typ
TypeScript 11 18,224

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