"Introducing SNEPPX Model Hub (`sneppx-hub`)"
The SNEPPX Model Hub (sneppx-hub) is now available — a centralized model registry and sharing platform supporting search, versioning, organizati...
Technical articles, release notes, and updates.
The SNEPPX Model Hub (sneppx-hub) is now available — a centralized model registry and sharing platform supporting search, versioning, organizati...
SneppX-ALG v1.1.1 is released, delivering rigorous C security hardening across all core modules, a standalone C HTTP server control plane with OAu...
SneppX-ALG v1.1.0 is now released, introducing production model serving with continuous batching, quantized inference, LoRA/QLoRA fine-tuning, DPO...
SneppX-ALG v0.9.7.890e is now released. This release turns the format, kernel, and backend layers from scaffolding into real, working implementa...
SneppX-ALG v0.9.5.748 is now released. This is a major Python interface release that delivers complete Python bindings for all 7 architectural p...
SneppX-ALG v0.9.2.094 is now released. This update adds comprehensive Python security bindings covering differential privacy, adversarial robustne...
SneppX-ALG v0.9.4.467 is now released. This update adds a 4-ring firewall architecture around the inference server — Transport (TLS/mTLS), Network...
SneppX-ALG v0.9.0 is now released. This is the largest single update to the project, spanning 8 completed phases with 171K+ lines of code across 5...
SneppX-ALG reaches a major milestone: every module in the cognitive architecture now exposes a differentiable training graph, wired into a unified end...
Here is an honest inventory of what v0.1.0 does and does not contain. What works: - Tensor operations: create, fill, copy, reshape, slice, add, m...
Most AI systems treat security as an afterthought. You build the model, then you add a filter, then you patch the vulnerability when someone finds it....
Transformer attention is O(n²). For every token, you compare it against every other token. At 1,000 tokens, that's 1,000,000 comparisons. At 100,000 t...
I implemented the Hierarchical State Space forward pass from scratch in C. No libraries. No framework. Just arrays and loops. The core equation is si...