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lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models

OpenBMB/AgentCPM-GUI

An on-device GUI agent for operating Android apps, enhancing reasoning ability for efficient task execution.

1.3K
Active
Python
Agents & Orchestration
Android
#android#automation#gui

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

A library for implementing hyperparameter optimization methods for machine learning and deep learning models.

1.3K
Archived
Jupyter Notebook
ML Ops
ORMs & Query Builders
Python
#machine-learning#deep-learning#hyperparameter-optimization

Vahe1994/AQLM

Official PyTorch repository for extreme compression of large language models using additive quantization and PV-Tuning.

1.3K
Stable
Python
LLM Frameworks
LLM Wrappers & SDKs
PyTorch
#large-language-models#compression#quantization

menacher/java-game-server

A high-speed, Netty-based Java game server framework for building multiplayer games.

1.3K
Stable
Java
API Frameworks
Backend Frameworks
Java
#game-server#multiplayer#netty

fenrus75/powertop

A command-line tool for analyzing and tuning power consumption on Linux systems.

1.3K
Experimental
C++
CLI Tools
Linux Distros
#power-optimization#linux-utilities#system-tuning

reiinakano/xcessiv

A Python library for automated hyperparameter tuning and ensemble learning using scikit-learn.

1.3K
Archived
Python
ML Ops
Machine Learning
scikit-learn
#automated-machine-learning#ensemble-learning#hyperparameter-optimization

KhoomeiK/LlamaGym

Fine-tune LLMs with online reinforcement learning for building AI-powered applications and agents.

1.2K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#llm#reinforcement-learning#ai-agents

uclaml/SPIN

The official implementation of Self-Play Fine-Tuning (SPIN), a deep learning technique for fine-tuning large language models.

1.2K
Archived
Python
Fine-tuning
LLM Frameworks
Python
#deep-learning#fine-tuning#large-language-models

AGI-Edgerunners/LLM-Adapters

Code for a paper on parameter-efficient fine-tuning of large language models using adapter modules.

1.2K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#adapters#fine-tuning#large-language-models

automl/SMAC3

SMAC3 is a versatile Bayesian optimization package for hyperparameter optimization in machine learning models.

1.2K
Stable
Python
Automated Machine Learning
Hyperparameter Optimization
#algorithm-configuration#bayesian-optimization#hyperparameter-tuning

KMnP/vpt

A Python library for fine-tuning and evaluating large language models with visual prompts.

1.2K
Archived
Python
Fine-tuning
Inference
Python
#visual-prompts#language-models#fine-tuning

araffin/rl-baselines-zoo

A collection of pre-trained reinforcement learning agents with training and hyperparameter optimization tools.

1.2K
Archived
Python
Reinforcement Learning
CLI Tools
OpenAI Gym
#reinforcement-learning#hyperparameter-tuning#gym

yeyupiaoling/Whisper-Finetune

Fine-tune and deploy the Whisper speech recognition model with accelerated inference and support for various platforms.

1.2K
Stable
C
Fine-tuning
Inference
PyTorch
#speech-recognition#whisper#fine-tune

hikariming/chat-dataset-baseline

A repository with a Chinese dialogue dataset and fine-tuning code for the ChatGLM language model.

1.2K
Experimental
Jupyter Notebook
LLM Frameworks
Datasets
#chatglm#language-model#fine-tuning

redhat-performance/tuned

Tuning Profile Delivery Mechanism for Linux, a Python-based tool for performance tuning on Linux systems.

1.2K
Stable
Python
CLI Tools
Containerization
#linux#performance-tuning#sysadmin

CNugteren/CLBlast

CLBlast is a tuned, open-source BLAS library for OpenCL, focused on providing efficient matrix-multiplication operations for GPU acceleration.

1.2K
Active
C++
API Frameworks
Computer Vision
#blas#opencl#gpu

princeton-nlp/MeZO

MeZO: A novel fine-tuning method for language models that requires just forward passes, ideal for vibe coders.

1.2K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#language-models#fine-tuning#efficient-training

yaodongC/awesome-instruction-dataset

A curated collection of open-source datasets for training instruction-following large language models (LLMs) like ChatGPT and LLaMA.

1.1K
Archived
LLM Frameworks
Datasets
#instruction-following#llm#chatgpt

character-ai/prompt-poet

Streamlines prompt design for developers and non-technical users with a low-code approach.

1.1K
Stable
Python
LLM Frameworks
Prompt Engineering
Python
#llm#prompt-design#prompt-engineering
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