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hiyouga/LlamaFactory

Fine-tuning framework for 100+ LLMs & VLMs

67.9K
Active
Python
Fine-tuning
#llm#fine-tuning#ai

karpathy/nanoGPT

Simplified training and fine-tuning for medium-sized GPT models

54.2K
Stable
Python
Fine-tuning
LLM Frameworks
PyTorch
#gpt-training#fine-tuning#llm-framework

unslothai/unsloth

Fine-tuning & RL for LLMs with optimized performance and memory use

53.4K
Active
Python
Fine-tuning
#llm#fine-tuning#reinforcement-learning

run-llama/llama_index

LLamaIndex framework for building LLM-powered agents

47.4K
Active
Python
Agents & Orchestration
Desktop Model Runners
LLM Frameworks
#llamaindex#agents#fine-tuning

coqui-ai/TTS

🐸TTS is a deep learning toolkit for advanced Text-to-Speech generation with 1100+ languages and tools for training and fine-tuning models.

44.7K
Archived
Python
AI Voice & Speech
PyTorch
#text-to-speech#deep-learning#speech-synthesis

tatsu-lab/stanford_alpaca

Train and fine-tune Alpaca, an instruction-following LLaMA model with 52K data points.

30.3K
Archived
Python
Fine-tuning
LLM Wrappers & SDKs
LLaMA
#alpaca#llama#fine-tuning

google-research/tuning_playbook

Deep learning tuning playbook for maximizing model performance

29.9K
Archived
Fine-tuning
#deep-learning#hyperparameter-tuning#model-optimization

datawhalechina/self-llm

Comprehensive guide for Chinese developers to deploy and fine-tune open-source LLMs on Linux

28.7K
Active
Jupyter Notebook
Fine-tuning
Tutorials & Courses
Linux
#llm#fine-tuning#linux

srbhr/Resume-Matcher

AI-powered resume tailoring with local model support

26.2K
Active
TypeScript
LLM Wrappers & SDKs
SaaS Boilerplates
Next.js
#resume-matcher#ats-optimization#llm-integration

haotian-liu/LLaVA

LLaVA is a visual instruction tuning framework for large language and vision models, enabling GPT-4 level capabilities.

24.5K
Archived
Python
Computer Vision
LLM Frameworks
PyTorch
#llava#gpt-4#instruction-tuning

valyala/fasthttp

High-performance HTTP package for Go with zero memory allocations in hot paths

23.3K
Active
Go
Build Tools
#go#http#performance

linshenkx/prompt-optimizer

Prompt Optimizer is a powerful AI prompt optimization tool that enhances AI output quality by refining prompts.

23.2K
Active
TypeScript
LLM Wrappers & SDKs
Prompt Engineering
TypeScript
#prompt-optimization#llm#prompt-engineering

HqWu-HITCS/Awesome-Chinese-LLM

Curated list of Chinese open-source LLMs, including base models, fine-tuning, and applications

22.3K
Experimental
LLM Frameworks
Awesome Lists
#llm#chinese#chatglm

huggingface/peft

Parameter-efficient fine-tuning for large models

20.7K
Active
Python
Fine-tuning
PyTorch
#peft#lora#fine-tuning

FunAudioLLM/CosyVoice

Multilingual voice generation model with full-stack capabilities for TTS, training, and deployment

19.8K
Active
Python
AI Voice & Speech
Fine-tuning
PyTorch
#tts#voice-generation#multilingual

tloen/alpaca-lora

Instruct-tune LLaMA on consumer hardware for AI-driven coding and developer tools.

19.0K
Archived
Jupyter Notebook
LLM Frameworks
PyTorch
#llm#fine-tuning#code-generation

meta-llama/llama-cookbook

This is a comprehensive guide for building with the LLaMA language model, covering inference, fine-tuning, and end-to-end solutions.

18.2K
Stable
Jupyter Notebook
LLM Frameworks
PyTorch
#llama#language-models#fine-tuning

BradyFU/Awesome-Multimodal-Large-Language-Models

A collection of multimodal large language models and their latest advances.

17.4K
Active
React
#large-language-models#multimodal-chain-of-thought#in-context-learning

kvcache-ai/ktransformers

A flexible framework for optimizing heterogeneous LLM inference and fine-tuning workflows.

16.7K
Active
Python
LLM Frameworks
React
#llm#inference#fine-tuning

xming521/WeClone

One-stop solution for creating your digital avatar from chat history and fine-tuning LLMs to capture your unique style

16.4K
Active
Python
LLM Frameworks
Python
#chat-history#digital-avatar#llm
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