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Safetensors Alternatives
Similar projects and alternatives to safetensors
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diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
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InvokeAI
Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
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Safe-and-Stable-Ckpt2Safetensors-Conversion-Tool-GUI
Convert your Stable Diffusion checkpoints quickly and easily.
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stable-diffusion-webui-model-toolkit
Discontinued A Multipurpose toolkit for managing, editing and creating models. [Moved to: https://github.com/arenasys/stable-diffusion-webui-model-toolkit] (by arenatemp)
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optimum
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
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stable-diffusion-webui-model-toolkit
A Multipurpose toolkit for managing, editing and creating models.
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skops
skops is a Python library helping you share your scikit-learn based models and put them in production
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better safetensors alternative or higher similarity.
safetensors discussion
safetensors reviews and mentions
Posts with mentions or reviews of safetensors.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-29.
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Llamafile lets you distribute and run LLMs with a single file
The ML field is doing work in that area: https://github.com/huggingface/safetensors
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Hugging Face raises $235M from investors including Salesforce and Nvidia
FYI the file format, safetensors, was proposed, developed and maintained by HF, and involved people from groups such as Eleuther and Stability for external security audits.
https://github.com/huggingface/safetensors https://huggingface.co/blog/safetensors-security-audit
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I Made Stable Diffusion XL Smarter by Finetuning It on Bad AI-Generated Images
Thank you for note on this. I had not heard there were already trojan horse malware being slipped into tensor files as python scripts. Apparently torch pickle uses eval on the tensor file with no filter.
Heard surprisingly little commentary on this topic. The full explanation of how Safetensors are "Safe" can be found from the developer at: https://github.com/huggingface/safetensors/discussions/111
- Pickle safety in Python
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What makes .safetensors files safe?
Here the developer goes into some detail about what kinds of protections .safetensor files have : https://github.com/huggingface/safetensors/discussions/111
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Security PSA: huggingface models are code. not just data.
Use the safetensors format, which allows safe persistence and loading of models for common libraries - TensorFlow, PyTorch, JAX, etc. We went through external audits in the last few months (blog post). The current direction will be to have this as the default format.
- What's your favorite model. Right now I'm really enjoying dreamshaper.
- Lora, ggml, safetensors, hf, etc. Is there a glossary and guide on which model to choose?
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Stability AI Launches the First of Its StableLM Suite of Language Models
I've been diving in lately and while it's not efficient, the only way to do manage is to create a new conda/mamba environment, or a custom Docker image for all the conflicting packages.
For safety and speed, you should prefer the safetensor format: https://huggingface.co/docs/safetensors/speed
If you know what you are doing you can do your own conversions: https://github.com/huggingface/safetensors or for safety, https://huggingface.co/spaces/diffusers/convert
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CKPT to Safetensors
GitHub - huggingface/safetensors: Simple, safe way to store and distribute tensors
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A note from our sponsor - SaaSHub
www.saashub.com | 3 Dec 2024
Stats
Basic safetensors repo stats
31
2,923
7.5
27 days ago
huggingface/safetensors is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of safetensors is Python.
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