Kavach Cyber Models (LoRA) Collection Collection of TNSA's Kavach Cyber Models tuned using Low-Rank Adaption (LoRA) • 6 items • Updated 25 days ago • 1
Heterogeneous Scientific Foundation Model Collaboration Paper • 2604.27351 • Published Apr 30 • 175
NGen-4-OW Model Family (Not Yet Out) Collection The NGen-4-OW models are built on top of distillation data of NGen-4 Pro Model by TNSA running on NGen-4-OW Architecture. • 6 items • Updated Apr 8 • 1
TiDAR: Think in Diffusion, Talk in Autoregression Paper • 2511.08923 • Published Nov 12, 2025 • 130
NGen4 OpenWeight Experiment Models Collection TNSA's OpenWeight Model distilled from NGen4 Foundational Models "Note : We recommend you to use the new NGen-4-OW Family instead of this" • 1 item • Updated Aug 16 • 1
view article Article Transformers Are Getting Old: Variants and Alternatives Exist! ProCreations • Jul 5, 2025 • 46
TNSA's NGen4 Family with Experimental Models Collection TNSA's NGen4 Family this Collection Includes Experimental Model Builds, these Models are the experimental Architectures and Experiments done. • 7 items • Updated Apr 5 • 1
NGen-2 Model Family Collection All Models from the NGen2 Model Family, Pre-Trained for Token-Prediction, are experimental and not made for Production use-case. Check out NGen-4-OW. • 3 items • Updated 25 days ago • 1
📚 LLM pretraining datasets Collection A collection of datasets for LLM pretraining • 9 items • Updated May 5, 2025 • 32
TNSA's NGen-3 Series of Models Collection TNSA AI's NGen 3 Model Squad the Architecture is not Open Source, only the weights are Open please visit, https://tnsaai.com to read System Card • 11 items • Updated 25 days ago • 1