AI Atlasby Verbito
Explore › Run & train AI

Train your own AI

Train or customize AI models on your own data. Every tool here is free and open source.

Free alternative to OpenAI fine-tuning, Vertex AI, Together AI, Replicate

166 tools

  1. Train and run AI models on your own computer, faster
    ★ 79kstars
    unsloth by unslothai · Free alternative to OpenAI fine-tuning
    No codingDesktop appHealthy
  2. Fine-tune 100+ AI models with a simple web interface
    ★ 75.9kstars
    LlamaFactory by hiyouga · Free alternative to OpenAI fine-tuning, Together AI
    No codingWebsiteHealthy
  3. Train huge AI models faster with less memory
    ★ 43.3kstars
    DeepSpeed by deepspeedai
    For developersCode libraryHealthy
  4. Make training large AI models cheaper and faster
    ★ 41.4kstars
    ColossalAI by hpcaitech
    For developersCode libraryHealthy
  5. Train AI models of any size with less code
    ★ 31.4kstars
    pytorch-lightning by Lightning-AI
    For developersCode libraryHealthy
  6. See how Stanford trained the Alpaca model
    ★ 30.2kstars
    stanford_alpaca by tatsu-lab
    For developersCode libraryFair
  7. Label images, text and audio to train AI
    ★ 28.6kstars
    label-studio by HumanSignal · Free alternative to Scale AI labelling
    Some setupSelf-hosted appHealthy
  8. Draw boxes on images to train object detection
    ★ 25kstars
    labelImg by HumanSignal
    No codingDesktop appUse with careArchived
  9. Load and prepare datasets for training AI
    ★ 22.1kstars
    datasets by huggingface
    For developersCode libraryHealthy
  10. Fine-tune large models cheaply
    ★ 21.9kstars
    peft by huggingface
    For developersCode libraryHealthy
  11. Fine-tune AI models with human feedback methods
    ★ 19.7kstars
    trl by huggingface
    For developersCode libraryHealthy
  12. Train AI agents to get better with reinforcement learning
    ★ 18.9kstars
    agent-lightning by microsoft
    For developersCode libraryHealthy
  13. Train very large language models across many GPUs
    ★ 18.3kstars
    Megatron-LM by NVIDIA
    For developersCode libraryHealthy
  14. Label images and video to train computer vision AI
    ★ 17.1kstars
    cvat by cvat-ai · Free alternative to Roboflow Annotate
    Some setupSelf-hosted appHealthy
  15. Label images with polygons and boxes for AI training
    ★ 16.3kstars
    labelme by wkentaro
    No codingDesktop appHealthy
  16. Fine-tune 600+ language and vision models
    ★ 16kstars
    ms-swift by modelscope
    Some setupCommand-line toolHealthy
  17. Version your data and ML experiments like code
    ★ 16kstars
    dvc by treeverse
    Some setupCommand-line toolHealthy
  18. Run machine learning on Kubernetes
    ★ 15.9kstars
    kubeflow by kubeflow
    Some setupSelf-hosted appHealthy
  19. Expand image datasets by creating varied copies
    ★ 15.3kstars
    albumentations by albumentations-team
    For developersCode libraryUse with careArchived
  20. Create datasets for fine-tuning AI from your documents
    ★ 15.1kstars
    easy-dataset by ConardLi
    No codingDesktop appFair
  21. Train deep learning models across many GPUs
    ★ 14.7kstars
    horovod by horovod
    For developersCode libraryUse with careArchived
  22. Use LoRA to fine-tune models cheaply
    ★ 13.9kstars
    LoRA by microsoft
    For developersCode libraryFair
  23. Pretrain, fine-tune and deploy 20+ language models
    ★ 13.7kstars
    litgpt by Lightning-AI
    Some setupCommand-line toolHealthy
  24. Fine-tune open models with simple config files
    ★ 12.7kstars
    axolotl by axolotl-ai-cloud · Free alternative to Together AI fine-tuning
    Some setupCommand-line toolHealthy
  25. Train your own image style or character for FLUX and other models
    ★ 12.6kstars
    ai-toolkit by ostris · Free alternative to Replicate LoRA training
    Some setupSelf-hosted appHealthy
  26. Build custom AI models with config files instead of code
    ★ 11.8kstars
    ludwig by ludwig-ai
    For developersCode libraryHealthy
  27. Explore and clean image datasets for AI
    ★ 11.3kstars
    fiftyone by voxel51
    For developersCode libraryHealthy
  28. Label images, video and text with AI help
    ★ 10.9kstars
    X-AnyLabeling by CVHub520
    No codingDesktop appHealthy
  29. Train AI agents on real tasks with reinforcement learning
    ★ 10.8kstars
    ART by OpenPipe
    For developersCode libraryHealthy
  30. Label text data for training AI
    ★ 10.8kstars
    doccano by doccano
    Some setupSelf-hosted appFair
  31. Run AI jobs on any cloud at the lowest cost
    ★ 10.8kstars
    skypilot by skypilot-org
    Some setupCommand-line toolHealthy
  32. Build and deploy ML systems, the Netflix way
    ★ 10.3kstars
    metaflow by Netflix
    For developersCode libraryHealthy
  33. Train language models with reinforcement learning
    ★ 10.1kstars
    OpenRLHF by OpenRLHF
    For developersCode libraryHealthy
  34. Fine-tune an 8B model on a 4GB laptop GPU
    ★ 10.1kstars
    Soup by MakazhanAlpamys
    Some setupCommand-line toolHealthy
  35. Get large Chinese text datasets for training AI
    ★ 9.9kstars
    nlp_chinese_corpus by brightmart
    No codingGuide or readingFair
  36. Fine-tune, evaluate and deploy open models easily
    ★ 9.4kstars
    oumi by oumi-ai
    For developersCode libraryHealthy
  37. Shrink AI models so they fit on smaller graphics cards
    ★ 8.5kstars
    bitsandbytes by bitsandbytes-foundation
    For developersCode libraryHealthy
  38. Fine-tune large foundation models
    ★ 8.5kstars
    LMFlow by OptimalScale
    For developersCode libraryFair
  39. Visualize model training progress
    ★ 8kstars
    tensorboardX by lanpa
    For developersCode libraryFair
  40. Study how ChatGPT-style training with human feedback works
    ★ 7.9kstars
    PaLM-rlhf-pytorch by lucidrains
    For developersCode libraryFair

Showing 40 of 166. Search or open the full list for more.