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SylphAI-Inc/LLM-engineer-handbook

A curated list of Large Language Model resources for training, serving, fine-tuning, and building LLM applications.

4.7K
Stable
LLM Frameworks
LLM Wrappers & SDKs
Node
#large-language-models#llm-development#llm-training

facebookarchive/Tweaks

An Objective-C library for fine-tuning and adjusting parameters for iOS apps during development.

4.7K
Archived
Objective-C
Component Libraries (React)
CLI Tools
React
#ios#parameter-tweaking#development-tools

Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems

4.7K
Active
Python
AI Editors/Agents/Copilot
#AI#chain-of-thought#collaboration

cocopon/tweakpane

Tweakpane is a compact GUI library for fine-tuning parameters and monitoring value changes, with a focus on creative coding.

4.4K
Stable
TypeScript
Component Libraries (React)
UI Component Libraries
React
#gui#tweaks#creative-coding

showlab/Tune-A-Video

Tune-A-Video is a one-shot text-to-video generation tool that fine-tunes image diffusion models.

4.4K
Archived
Python
Computer Vision
Fine-tuning
Python
#text-to-video#diffusion-models#fine-tuning

Instruction-Tuning-with-GPT-4/GPT-4-LLM

Instruction Tuning with GPT-4, a library for fine-tuning large language models like GPT-4 for custom tasks.

4.3K
Archived
HTML
LLM Frameworks
Fine-tuning
#gpt-4#instruction-tuning#llm

LLMBook-zh/LLMBook-zh.github.io

This repository contains the book 'Large Language Models' authored by a team of researchers.

4.3K
Stable
Python
LLM Frameworks
Books & Guides
#natural-language-processing#deep-learning#fine-tuning

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K
Stable
Python
LLM Frameworks
RAG & Vector
React
#ai#llm#rag

unslothai/notebooks

Collection of 100+ Jupyter Notebook tutorials for fine-tuning AI models on various platforms.

4.1K
Active
Jupyter Notebook
Fine-tuning
Tutorials & Courses
#ai-fine-tuning#jupyter-notebook#colab

microsoft/PromptWizard

A task-aware, agent-driven prompt optimization framework for prompt engineering and fine-tuning language models.

3.8K
Stable
Python
LLM Frameworks
Agents & Orchestration
Python
#language-models#prompt-engineering#fine-tuning

predibase/lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

3.7K
Experimental
Python
LLM Frameworks
BaaS Platforms
PyTorch
#llm#fine-tuning#model-serving

hiyouga/ChatGLM-Efficient-Tuning

Efficient fine-tuning of the ChatGLM-6B language model using PEFT, enabling vibe coders to customize LLMs for their needs.

3.7K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#chatglm#language-model#fine-tuning

ZhaoJ9014/face.evoLVe

A high-performance face recognition library for developers built on PaddlePaddle and PyTorch.

3.6K
Experimental
Python
Computer Vision
Machine Learning
PyTorch
#face-recognition#computer-vision#deep-learning

smallcloudai/refact

An AI agent that handles engineering tasks end-to-end, integrating with developers' tools and executing until successful.

3.5K
Active
Rust
AI Coding Agents
IDE Extensions
Rust
#ai-agent#developer-tools#self-hosted

iusztinpaul/hands-on-llms

An open-source project that helps developers learn about large language models (LLMs), LLM operations, and vector databases for building real-time financial AI assistants.

3.4K
Archived
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#llms#llmops#vector-db

vllm-project/semantic-router

A semantic router system for deploying and managing a mixture of AI models at the cloud, data center, and edge.

3.3K
Active
Go
LLM Frameworks
MCP Frameworks
Golang
#ai-gateway#bert-classification#llm

linyiLYi/bilibot

A local chatbot fine-tuned by bilibili user comments, built with Python.

3.2K
Archived
Python
LLM Frameworks
API Frameworks
#chatbot#llm#fine-tuning

dbiir/UER-py

Open-source pre-training model framework in PyTorch with a pre-trained model zoo for natural language processing tasks.

3.1K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#natural-language-processing#bert#roberta

learnables/learn2learn

A PyTorch library for meta-learning research, enabling few-shot, fine-tuning, and other advanced ML techniques.

2.9K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#meta-learning#few-shot#fine-tuning

AIDotNet/OpenDeepWiki

OpenDeepWiki is an open-source knowledge management and collaboration platform for developers working with AI tools.

2.9K
Active
C#
LLM Frameworks
Fine-tuning
Next.js
#chatgpt#deepwiki#docs

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