Convert Hugging Face model repo to Safetensors
Explore and visualize diverse models
Evaluate LLM over-refusal rates with OR-Bench
Convert and upload model files for Stable Diffusion
Convert a Stable Diffusion XL checkpoint to Diffusers and open a PR
Submit deepfake detection models for evaluation
Create and manage ML pipelines with ZenML Dashboard
Push a ML model to Hugging Face Hub
Merge machine learning models using a YAML configuration file
Create demo spaces for models on Hugging Face
Load AI models and prepare your space
Create and upload a Hugging Face model card
Explore and submit models using the LLM Leaderboard
This is a tool designed to convert a Hugging Face (HF) Diffusers model repository into a single safetensors file. Safetensors is a secure alternative to PyTorch's standard .pt file format, offering better protection against malicious code execution. This conversion is particularly useful for models like SDXL, SD 1.5, and those using LoRA (Low-Rank Adaptation) fine-tuning.
.pt files.safetensors and torch..safetensors file.What is the advantage of safetensors over PyTorch .pt files?
Safetensors provides enhanced security by validating file contents before loading, reducing the risk of malicious code execution.
Do I need to modify my existing code to use safetensors?
Yes, you may need to update your code to support safetensors. Most modern libraries, including transformers and diffusers, now support safetensors natively.
Will this tool work with older versions of PyTorch?
The tool is optimized for recent versions of PyTorch and safetensors. For compatibility, ensure you are using the latest or recommended versions of the libraries.