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microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

winsiderss/systeminformer

A powerful system monitoring and debugging tool for Windows developers and administrators.

13.7K
Active
C
System & OS
#monitoring#performance-tuning#debugging

optuna/optuna

Optuna is a hyperparameter optimization framework that enables efficient and scalable model tuning for machine learning.

13.6K
Active
Python
Hyperparameter Optimization
Python
#machine-learning#hyperparameter-tuning#distributed

ConardLi/easy-dataset

A powerful JavaScript tool for creating datasets for fine-tuning large language models (LLMs) and retrieval-augmented generation (RAG).

13.5K
Active
JavaScript
LLM Frameworks
JavaScript
#dataset#fine-tuning#llm

microsoft/LoRA

An open-source implementation of the LoRA (Low-Rank Adaptation) technique for fine-tuning large language models.

13.3K
Archived
Python
LLM Frameworks
PyTorch
#low-rank-adaptation#language-model#fine-tuning

modelscope/ms-swift

A Python library for using and fine-tuning over 900 large language models and multimodal models for various AI tasks.

12.9K
Active
Python
LLM Frameworks
Python
#llm#multimodal#fine-tuning

bentoml/OpenLLM

Deploy open-source LLMs as OpenAI-compatible API endpoints using BentoML's model serving framework.

12.1K
Active
Python
AI Model Serving
Local Inference Engines
BentoML
#llm-inference#bentoml#model-serving

bmaltais/kohya_ss

A Python library for fine-tuning stable diffusion models for text-to-image generation.

12.0K
Stable
Python
Fine-tuning
Python
#stable-diffusion#text-to-image#machine-learning

ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

11.7K
Active
Python
LLM Frameworks
PyTorch
#llm#neural-network#machine-learning

axolotl-ai-cloud/axolotl

An AI-powered tool for fine-tuning large language models and building conversational AI agents.

11.4K
Active
Python
LLM Frameworks
Python
#fine-tuning#llm#conversational-ai

wandb/wandb

The AI developer platform to train and fine-tune models, and manage models from experimentation to production.

10.9K
Active
Python
ML Ops
PyTorch
#ai#machine-learning#model-versioning

bunkerity/bunkerweb

An open-source, next-generation Web Application Firewall (WAF) for secure web applications and servers.

10.1K
Active
Python
Backend & APIs
#cybersecurity#web-security#web-application-firewall

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes ML pipelines using genetic programming.

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

bigscience-workshop/petals

A distributed system for running large language models (LLMs) on personal devices, enabling faster fine-tuning and inference.

10.0K
Archived
Python
LLM Frameworks
PyTorch
#llm#distributed-computing#fine-tuning

brightmart/nlp_chinese_corpus

Large-scale Chinese natural language processing corpus for training and fine-tuning language models

9.9K
Stable
LLM Frameworks
#chinese#nlp#corpus

skypilot-org/skypilot

Easily run, manage, and scale AI workloads on any infrastructure using a unified platform.

9.5K
Active
Python
ML Ops
Python
#cloud-computing#cloud-management#cost-optimization

keras-team/autokeras

AutoKeras is an open-source AutoML library for deep learning that automates the model selection and hyperparameter tuning process.

9.3K
Stable
Python
AutoML
Keras
#deep-learning#neural-networks#automated-model-selection

farag2/Sophia-Script-for-Windows

A powerful open-source tweaking tool for fine-tuning Windows 10 and Windows 11 with a GUI interface.

9.1K
Active
PowerShell
Windows Utilities
#debloat#tweaks#windows-10

oumi-ai/oumi

Easily fine-tune, evaluate and deploy open-source large language models like GPT-OSS and Llama.

8.9K
Active
Python
LLM Frameworks
Inference
Python
#llms#fine-tuning#evaluation

intel/ipex-llm

An accelerator for local LLM inference and fine-tuning on Intel XPUs, with seamless integration into popular LLM frameworks.

8.7K
Active
Python
LLM Frameworks
LLM Wrappers & SDKs
PyTorch
#llm#inference#fine-tuning
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