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S-ee—n- -um— G-ee- c— s—e -s -ll
Comments
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how’s this different
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Yes sey no on secret terces code edoc
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import torch
import torch.nn as nn
class TransformerBlock(nn.Module):
def __init__(self, d_model, n_heads):
super().__init__()
self.attn = nn.MultiheadAttention(d_model, n_heads)
self.ff = nn.Sequential(
nn.Linear(d_model, 4*d_model),
nn.ReLU(),
nn.Linear(4*d_model, d_model)
)
self.ln1 = nn.LayerNorm(d_model)
self.ln2 = nn.LayerNorm(d_model)
def forward(self, x):
attn_output, _ = self.attn(x, x, x)
x = self.ln1(x + attn_output)
ff_output = self.ff(x)
return self.ln2(x + ff_output)
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import random
import uuid
from datetime import datetimeclass Planet:
def init(self, name):
self.id = uuid.uuid4()
self.name = name
self.population = random.randint(0, 10_000_000)
self.resources = random.choice(["Iron", "Gold", "Water", "Gas", "Crystal"])
self.habitability = round(random.uniform(0, 1), 2)
self.created_at = datetime.utcnow()def summary(self): return { "id": str(self.id), "name": self.name, "population": self.population, "main_resource": self.resources, "habitability_index": self.habitability, "created_at": self.created_at.isoformat() + "Z" }def generate_universe(size=5):
names = ["Zyphor", "Aetheris", "Drakos", "Velora", "Nyxara", "Orionis"]
return [Planet(random.choice(names)) for _ in range(size)]if name == "main":
universe = generate_universe(3)
for planet in universe:
print(planet.summary())0 -
for _ in range(10):
print(random.randint(1, 100))0 -
Its a sectet code.
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