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Self-Guidance Improves Diffusion and Flow Text-to-Image Models

Self-Guidance Improves Diffusion and Flow Text-to-Image Models

Self-Guidance boosts quality of diffusion and flow models, and its SG-prev variant cuts inference cost by ~50%. The work was submitted to arXiv in Dec 2024, revised on Sep 26 2025. getnews.me/self-guidance-improves-d... #selfguidance #diffusion

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Pain Talk

"I see you.
I'm not going to fight you today.
I am not your enemy.
You can stay as long as you need.
I will breathe with you,
not against you."

#Pain #Talk #SelfGuidance

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The image shows an artistic portrait with a soft, dreamlike quality. It features a profile view against a dark background, with a muted color palette dominated by warm tones and subtle lighting that creates a glowing effect on parts of the subject.

At the bottom of the image, there's text in a turquoise/mint green color that reads "Let Resonance Lead Relevance" - a philosophical phrase that suggests allowing meaningful connections to guide what matters. The initials "A.J." appear in the bottom right corner, likely indicating the artist.

The overall aesthetic has an ethereal, contemplative mood with its blurred edges and gentle illumination, giving it a modern artistic feel that bridges photography and digital art. The composition creates a sense of introspection that complements the thoughtful message in the text.

The image shows an artistic portrait with a soft, dreamlike quality. It features a profile view against a dark background, with a muted color palette dominated by warm tones and subtle lighting that creates a glowing effect on parts of the subject. At the bottom of the image, there's text in a turquoise/mint green color that reads "Let Resonance Lead Relevance" - a philosophical phrase that suggests allowing meaningful connections to guide what matters. The initials "A.J." appear in the bottom right corner, likely indicating the artist. The overall aesthetic has an ethereal, contemplative mood with its blurred edges and gentle illumination, giving it a modern artistic feel that bridges photography and digital art. The composition creates a sense of introspection that complements the thoughtful message in the text.

Let Resonance Lead Relevance

#Resonance #Relevance #SelfGuidance

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I can’t guide without taking responsibility.
And I don’t take responsibility for what I don’t value and respect.
Self-guidance begins with reverence.

Not for the task.
For yourself.

#SelfGuidance #Responsibility #SelfWorth

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Trust isn’t soft. It’s a radical yes.
A yes to loosening your grip.
A yes to motion without a map.
Trust isn’t about giving up –

It’s about releasing the hold you never needed.

#Trust #SelfGuidance #LetGo #Freedom #Clarity

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Self-guidance isn’t a one-time decision –
it’s a steady alignment.

A pause. A check-in. A reset.

A yes to the current path – or the courage to course-correct.
Every time you stop adjusting, you hand over the wheel.

Once learned, it's automatic - like driving a car

#SelfGuidance #Practice

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Growth is not comfortable.
Comfort zones are golden cages.
Clarity takes guts.
Stillness is power.
As long as you avoid change, your patterns will run the show.

Lead – or be led.

#SelfGuidance #Growth #Clarity #Courage

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The problem is not the opposite of the solution.

The problem "is" the solution — just not in the form you expected.

You asked for clarity — it came as crisis.
You asked for healing — it came as pain.

Stay. Move through.

#SelfGuidance #Transformation #Truth

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Am I truly present –
or just defending something old?

The urge to be right
is often not truth,
but self-protection.

Much of what we call reaction
is really memory.

When I notice that,
a quiet space opens.
No need to fight.
Only the freedom to choose.

#SelfGuidance #Healing #InnerWork #Awareness

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It hurts to talk to a wall.
But it would be worse
to think it's a door.

#SelfGuidance #Relationship #TalkingToSystems

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I pull the arrow back into my bow.

Not to the fight.

But for direction.

#SelfGuidance #Bow

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• tired of thinking
• numb from feeling
• disillusioned by the system
• done explaining, done bending

→ Time to lead yourself.

#SelfLeadership #InnerAuthority #EnoughNow #SelfGuidance

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In the end:
Trust no one.
Only your own voice.
Not the noise. Not the teachings.
Not these words.
Listen deep.
To the place where you still remember yourself.

#InnerVoice #SelfTrust #RadicalHonesty #SelfGuidance

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Inner guidance isn’t thinking.
It’s a felt sense.

You feel it
when your chest settles
and your gut stops bracing.
When your voice lands
and nothing in you resists.

That’s how you know
you’re not betraying yourself.

#FeltSense #SelfGuidance #BodyKnows

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Communicative maturity means staying connected.

#Communication #SelfGuidance

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What you call a choice is often a memory.

#Choice #Memory #SelfGuidance

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Making dreams real matters.

1. If it doesn’t work, at least I tried. That matters.

2. If it works, it’s usually different than I dreamed. Dreams change through that.

3. Changing dreams come very close.
Being very close to a dream feels deeply deeply joyful.
#MakeYourDreamsComeTrue #SelfGuidance

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Better pain than powerlessness.

Better repetition than madness.

Better struggle than emptiness.

But the price?

That is you. Again and again.

#PriceToPay #SelfGuidance

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🌀 TheWednesdayQuestion 🌀

How much longer ❔

#WednesdaysQuestion #QuestionOnWednesday #AskBetterQuestions #SelfGuidance

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Don’t act.
Don’t run.
Just stay with it — hand on your heart.

#SelfGuidance

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We’re like negatives
refusing to be developed.
Afraid of the light—
though it’s the only thing
that makes us visible.

We stay stuck
between shadow and longing
until we dare
to be touched by truth.

This can feel unbearable.

#SelfGuidance #BeSeen #Growth #Negative

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Real freedom isn't bought, borrowed, or performed.
It's not sexy, not branded, not trending.

It's what happens when you dare to listen inward.
When you remember:
there once was a voice inside you
that never needed permission.

#SelfGuidance #InnerAuthority #UnfollowTheNoise

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#TheWednesdayQuestion 🌀

Explaining yourself. Again and again.
Is it really about being understood?

Or about controlling how you're seen?

And why does it almost never work?
👇

#WednesdaysQuestion #QuestionOnWednesday
#InnerWork #ThoughtPrompt #BetterQuestions #SelfGuidance

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🎭 How To Awaken Your Inner Guidance

Forget the rules.
Forget what you've learned about 'exercises' or 'methods'.
Sit down. Or stand up. Breathe – feel.

- What burns?
- What pulls?
- What keeps knocking?

This isn't a puzzle.
It’s an echo, waiting for you to become sound.

#SelfGuidance

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We talk so much about goals. But are they real — or just wishes whispering, “Once I get there, everything will be fine”?
True guidance listens only to what truly moves us. Fulfills us. Lifts us up. Now, not somewhere far away.

You are the goal.
You always have been.

#Reflection #SelfGuidance

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Self-guidance means not ignoring the quietest voice.

#SelfGuidance #DoNotIgnore

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To guide yourself through this life doesn’t mean becoming a more productive, perfect or spiritual version of yourself.

It means: being present. being real.
Not optimizing your life – but finally stopping the urge to avoid life.

That’s when the real fun begins. ✨

#SelfGuidance #Growth #Awareness

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The crazier the world gets, the more you can trust your self-guidance:
Chaos isn’t the enemy—it restores balance. Don’t resist, don’t cling to the old. You’re here for a reason. Look right in front of you—there lies your next step.
What does your inner voice say today?
#SelfGuidance #TrustYourPath

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Self-Guidance Doesn’t Care About Your Goals-You Are the Goal!

Goals are self-absorbed. They don’t know if they’re right for you. Your self-guidance does. It sees the whole picture, leading you to what truly serves you. Let goals go. Follow what aligns.

You are the goal. Always.
#SelfGuidance

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SelfGuidance Is a Responsibility

If you don’t lead your life, something else will—circumstances, society, fear. Feeling uncomfortable? Good. That’s your wake-up call.


Ask why not? The answer reveals where you gave your power away. Time to take it back.

#SelfGuidance #OwnYourLife #WakeUp

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