Gen 3, CURRENT. The loss gradient reaches source tokens through Vφ, ξ and the exchange field; forward pass identical to Gen 2.
Dimitar Gueorguiev
dimitarpg13
AI & ML interests
Transformers, Reinforcement Learning, Optimization, Causal Inference, Semantic Simulation
Recent Activity
updated a collection 1 day ago
Semantic Simulation — Gen 3: CfC/BAOAB, live gradients updated a collection 1 day ago
Semantic Simulation — Gen 3: CfC/BAOAB, live gradients updated a collection 1 day ago
Semantic Simulation — Gen 3: CfC/BAOAB, live gradientsOrganizations
None yet
Gen 2. CfC/BAOAB integrator; Vφ/ξ sources detached. SUPERSEDED by Gen 3 (live gradients); kept as its paired control.
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dimitarpg13/semsimula-fock-parflm-anisogaussian-vtheta-owt-d384-verlet-instability
Text Generation • Updated • 240 -
dimitarpg13/semsimula-ladder-owt-d384-l2-gpt2-matched
Text Generation • Updated • 660 -
dimitarpg13/semsimula-ladder-owt-d384-l2-attention
Text Generation • Updated • 796 -
dimitarpg13/semsimula-ladder-owt-d384-l2-attention-potential
Text Generation • Updated • 824
Gen 3, CURRENT. The loss gradient reaches source tokens through Vφ, ξ and the exchange field; forward pass identical to Gen 2.
Gen 2. CfC/BAOAB integrator; Vφ/ξ sources detached. SUPERSEDED by Gen 3 (live gradients); kept as its paired control.
-
dimitarpg13/semsimula-fock-parflm-anisogaussian-vtheta-owt-d384-verlet-instability
Text Generation • Updated • 240 -
dimitarpg13/semsimula-ladder-owt-d384-l2-gpt2-matched
Text Generation • Updated • 660 -
dimitarpg13/semsimula-ladder-owt-d384-l2-attention
Text Generation • Updated • 796 -
dimitarpg13/semsimula-ladder-owt-d384-l2-attention-potential
Text Generation • Updated • 824
Gen 1. Explicit integrators (damped Euler, Störmer–Verlet). SUPERSEDED by Gen 2 (CfC/BAOAB); kept for provenance.