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# catatan teknis, sejak 2001

StartLux Decision: Mesin Inference Model Terstruktur

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StartLux Decision menyediakan open models dalam ukuran 4B, 9B, dan 27B parameter yang menghasilkan typed probabilities untuk pertanyaan terstruktur alih-alih open text. Repo ini menyertakan HTTP server dan inference engine untuk format GGUF dan MLX, lengkap dengan varian yang menghasilkan reasoning traces saat confidence di bawah 0.6. Sistem ini memproses input text, JSON, dan image dalam satu forward pass untuk tugas kontrol seperti game bot dan analisis frame video. Tool ini layak diuji secara lokal menggunakan bobot MLX atau GGUF jika Anda membutuhkan klasifikasi terstruktur tanpa parsing output LLM bebas. Namun, arsitektur khusus ini tidak akan menggantikan chat model umum untuk text generation bebas. Lewati tool ini kecuali Anda sedang membangun pipeline deterministik yang memerlukan explicit probability scores. sumber: github.com/StartLuxLabs/StartLux-Decision my other side: setyadi.com
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The hills are alive with the sound of music

2003-09-26 · #Puisi & Lirik



The hills are alive with the sound of music
With songs they have sung for a thousand years
The hills fill my heart with the sound of music
My heart wants to sing every song it hears

My heart wants to beat like the wings of the birds
that rise from the lake to the trees
My heart wants to sigh like a chime that flies
from a church on a breeze
To laugh like a brook when it trips and falls over
stones on its way
To sing through the night like a lark who is learning to pray

I go to the hills when my heart is lonely
I know I will hear what I've heard before
My heart will be blessed with the sound of music
And I'll sing once more

One Voice

2003-09-25 · #Puisi & Lirik



Just One Voice,
Singing in the darkness,
All it takes is One Voice,
Singing so they hear what's on your mind,
And when you look around you'll find
There's more than One Voice,
Singing in the darkness,
Joining with your One Voice,
Each and every note another octave,
Hands are joined and fears unlocked,
If only One Voice would start it on its own,
We need just One Voice facing the unknown,
And that One Voice would never be alone,
It takes that One Voice.
Ba ba ba da da da da,
Ba ba ba ba ba ba da da da,
Ba ba ba ba ba,
It takes that One Voice.
Just One Voice
Singing in the darkness,
All it takes is One Voice,
Shout it out and let it ring.
Just One Voice,
It takes that One Voice,
And everyone will sing!

Somewhere over the rainbow

2003-09-24 · #Puisi & Lirik



Somewhere over the rainbow, way up high
In the land that I heard of once, once in a lullaby.
Somewhere over the rainbow, skies are blue
And the dreams that you dare to dream really do come true.
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