Open-source desktop app to run, serve and fine-tune text, image, video and audio models entirely on your own machine.
Fine-tuning
Adapts a base model to your own data, style or task instead of relying on prompting alone.
4 apps and 5 skills tagged Fine-tuning.
Apps
8-29 MB automation models that run on phones, wearables and microcontrollers — tool calling, structured extraction and embeddings, fully offline.
Inference, fine-tuning, and GPU clusters for open models — the full stack for teams building on open weights.
Leonardo is an image generation platform for creatives.
Skills
Train bi-encoders, rerankers, SPLADE sparse encoders and ColBERT multi-vector models with the loss, evaluator and template each type actually needs.
Fine-tune object detection, image classification and SAM/SAM2 segmentation models on Hugging Face Jobs cloud GPUs, with dataset validation before you spend GPU minutes.
Skill: NVIDIA TAO RT-DETR
by NVIDIA
Trains, distils, quantises, evaluates, exports and runs inference for RT-DETR real-time object detection in NVIDIA TAO, routing training through AutoML hyperparameter search by default.
Skill: NVIDIA NeMo Data Designer
by NVIDIA
NVIDIA's official skill for building synthetic datasets with NeMo Data Designer — describe the data you want and the agent writes a declarative generation pipeline, column by column.
Skill: LLM Fine-Tuning with TRL
by Hugging Face
Fine-tune language and vision models with TRL or Unsloth — supervised, preference, and reinforcement training methods.
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