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title: Waveforce
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Waveforce
An independent local development lab focusing on structural knowledge distillation, precision alignments, and high-efficiency model convergence configurations. In this organization, we continuously build and release specialized large language models, high-performance architectures, and optimized distilled models engineered for maximum efficiency and speed.
Project Aura
We develop standalone, high-speed reasoning setups trained via direct Kullback-Leibler (KL) logit alignment distribution. Our architectures aim to extract the operational density of larger, native multimodal teacher models directly into compact, consumer-grade student baselines.
Core Focus Areas
- Structural Distillation: True logit-level cross-entropy probability curve alignment.
- Native Deployments: Outputting unquantized, high-precision safetensors weights optimized natively for edge hardware wrappers and advanced local runtimes.
Notice: Gated Models Require A HuggingFace Account With Access To The Model Repo Of The Model You Want To Access And A HuggingFace Access Token (HF_TOKEN)