Portuguese
mamba
mamba-3
ssm
muon
muonclip
qk-clip
adamw
optimizer
nope
hybrid-architecture
activation-checkpointing
3d-vision-language
depth-perception
point-cloud
diffusion
stable-diffusion
mixture-of-experts
kohonen
som-attention
random-forest
deep-neural-network
knowledge-distillation
bidirectional-distillation
engram-memory
multimodal
multi-token-prediction
dpo
rlhf
hh-rlhf
pcgrad
long-context
lra-qvit
engineer-agent
integral-state
cython
jev-classifiers
gumbel-softmax
quantization
riemannian-optimization
stiefel-manifold
cython-kernels
gradient-accumulation
vector-quantization
grayscale-detection
joint-perception
self-regulation
signal-table
abmo
ciar
growing-som
pt-br
Ctrl+K
KHTST v18 — robustez provada (Teos 30.1–30.8: clamps Mamba-3, Muon wd espectral 1e-4, NS fp32 adaptativo, PCGrad normalizado por EMA, τ GSQ 0.5/400, guarda de ordem EMA, validar_config, telemetria com níveis+rotação) + treinador em 4 mixins+facade + IPC Modelo→Modelo Rust/Cython (memfd selável, ring SPSC lock-free, SCM_RIGHTS, CRC32; demo 2 processos) + família JEPA 10 variantes + ConselhoJepas multimodal + SonicMoE (IO/tiles) + ReplaySSM + hardware chinês NPU/MLU; suíte v18 46/46; regressão v1–v17 zero; sem estados de treino; sem segredos
5e2c860 verified