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Fine-tuning

Explore 154 open source projects in Fine-tuning

Showing 1-20 of 154 projects

deepseek-ai/DeepSeek-V3

DeepSeek-V3 is a large-scale MoE language model with 671B parameters, optimized for efficiency and performance.

101.9K
Stable
Python
LLM Frameworks
Inference
DeepSeekMoE
#large-language-model#moe-architecture#deep-learning

deepseek-ai/DeepSeek-R1

DeepSeek-R1 is a reasoning model series with open-source versions and distillations for enhanced performance in math, code, and reasoning tasks.

91.9K
Experimental
LLM Frameworks
Fine-tuning
#deepseek-r1#reinforcement-learning#llm-reasoning

mlabonne/llm-course

Comprehensive LLM course with roadmaps, Colab notebooks, and tools for building and deploying LLM applications.

76.1K
Active
Fine-tuning
Tutorials & Courses
Hugging Face
#llm-course#machine-learning#fine-tuning

hiyouga/LlamaFactory

Fine-tuning framework for 100+ LLMs & VLMs

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

labmlai/annotated_deep_learning_paper_implementations

Deep learning paper implementations with side-by-side notes and explanations

65.9K
Active
Python
Fine-tuning
Computer Vision
PyTorch
#deep-learning#pytorch#transformers

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

karpathy/nanochat

Train LLMs on a single GPU for minimal cost

44.5K
Active
Python
Fine-tuning
Inference
PyTorch
#llm-training#gpu-optimization#cost-effective-ml

jingyaogong/minimind

Train a 26M GPT from scratch in 2h

40.5K
Active
Python
Fine-tuning
LLM Frameworks
PyTorch
#llm-training#fine-tuning#pytorch

google-research/bert

BERT - Pre-trained NLP models and TensorFlow code for natural language understanding

39.9K
Archived
Python
Fine-tuning
LLM Wrappers & SDKs
TensorFlow
#bert#nlp#tensorflow

lm-sys/FastChat

Open platform for training, serving, and evaluating LLM chatbots with Vicuna and Chatbot Arena

39.4K
Experimental
Python
LLM Frameworks
Inference
Python
#llm#vicuna#chatbot

karpathy/LLM101n

Course on building a Storyteller AI LLM from scratch in Python, C, and CUDA

36.4K
Archived
Tutorials & Courses
Inference
PyTorch
#llm#ai#deep learning

lllyasviel/ControlNet

ControlNet adds conditional control to diffusion models for precise image generation.

33.7K
Archived
Python
Computer Vision
Inference
Stable Diffusion
#diffusion-models#control-net#computer-vision

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

huggingface/open-r1

Open R1 is a fully open reproduction of DeepSeek-R1, enabling replication and extension of its reasoning capabilities.

25.9K
Stable
Python
Fine-tuning
LLM Wrappers & SDKs
Hugging Face
#llm-reproduction#deepseek-r1#grpo

Vision-CAIR/MiniGPT-4

MiniGPT-4 and MiniGPT-v2 for vision-language tasks

25.8K
Archived
Python
Computer Vision
LLM Wrappers & SDKs
PyTorch
#vision-language#llm-wrapper#computer-vision

datawhalechina/pumpkin-book

南瓜书：《机器学习》（西瓜书）公式详解

25.7K
Stable
Books & Guides
Fine-tuning
#machine-learning#book#pumpkin-book

liguodongiot/llm-action

Comprehensive LLM engineering and application resources with training, inference, compression, and deployment guides

23.4K
Stable
HTML
Fine-tuning
Inference
#llm-training#llm-inference#llm-ops
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