Downloads · 30 days
0
tuxsentience-beta3
GrainWare/tuxsentience-beta3
tuxsentience-beta3 is a machine learning model from GrainWare. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.
Our second open-weight model, in progress. For now this documents progress and details.
Access
Public
Updated Aug 9, 2025
Repo size
—
Likes
1
Public
Repo makeup
Click a slice to open those files.
Other1.5 KB · 52%
At a glance
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- Aug 7, 2025
- Updated
- Aug 9, 2025
- SHA
- b2742ab3
Base models
Datasets
Model card
From the Hugging Face model README
tuxsentience-beta3
Our second open-weight model, in progress. For now this documents progress and details.
Model Information
It has been decided that this will be based off Qwen3 8B.
It will like the last one most likely be 4-bit, but due to our new training methods (detailed below) we may release larger sizes.
Training Information
We are attempting to train this model via distributed computing, this is how our current setup looks so far:
- i9-10910, 32GB RAM, RX 7600 (8GB)
- i5-13420H, 16GB RAM, RTX 3050 Mobile (6GB)
- i5-12400, 32GB RAM, RTX 3060 (12GB)
- Ryzen 7 9800X3D, 32GB RAM, RTX 3080 (10GB)
Amounting to around 98.47 TFLOPS.
In the future we are trying to aquire better hardware and a RX 9070 XT is planned for future models. Currently we are attempting unsloth + ray for distributed computing.
Benchmarks
[!IMPORTANT] Coming soon to an accuracy near you
FAQ
- Q: This implies the existance of beta1 and alpha versions
- A: They do exist, however they were never published and most likely never will be
Made possible by
- https://accuratelinuxgraphs.com/ - Benchmarks and data visualization
- License
- cc-by-nc-sa-4.0
- Languages
- en
- Created
- Aug 7, 2025
- Updated
- Aug 9, 2025