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The actual NAND gate logic simulator, written in Rust, only occupies a small part of the overall codebase. Even then, it's still a laughably high-level abstraction. The Rust code is compiled to WebAssembly to run on a browser, basically stripping away the entire premise of running every ...
att.value.weight => nn.init.orthogonal_(gain=1) att.gate.weight => nn.init.orthogonal_(gain=0.1) att.output.weight => zero att.ln_x.weight (groupnorm) => ((1 + layer_id) / total_layers) ** 0.7 ffn.key.weight => nn.init.orthogonal_(gain=1) ffn.value.weight => zero ffn.r...
principles to strengthen their security postures and protect assets from unauthorized access and manipulation—they’re hewing to a “never trust, always verify” stance that uses granular segmentation to limit the attack surface and makes the assumption that the enemy is already inside the gate. ...
OR Gate Definition: An OR gate is defined as a logic gate that outputs high (1) if one or both inputs are high (1). Working Principle: The working principle of an OR gate is to find the maximum between binary digits, resulting in a high output if any input is high. ...
. This may be as simple as a gate and a doorman in the front lobby. It can also be more complex, such as camera surveillance or patrols by security personnel. Either way, the community benefits from extra eyes warding off would-be intruders and additional peace of mind as a result....
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Extra R-gate in the FFN (applicable to all transformers). I am also using reluSquared from Primer. Better initilization: I init most of the matrices to ZERO (see RWKV_Init in https://github.com/BlinkDL/RWKV-LM/blob/main/RWKV-v2-RNN/src/model.py). You can transfer some parameters...