NOTE: Updated Jinja templates, Apr 14 2026 to improve performance.
gemma-4-E4B-it-GLM-4.7-Flash-HERETIC-UNCENSORED-Thinking
Heretic/Uncensored with Custom GLM 4.7 Flash dataset.
This is the fully uncensored, unrestricted version.
The model was "Heretic'ed" (de-censored), then fine tuned (Via Unsloth) on "GLM 4.7 Flash REASONING DATASET" to improve performance from top to bottom - especially in this case reasoning / quality.
This model is fully uncensored [ no nanny, no oversight ], and retains all its original power.
I have provided Jinja templates for both "instruct mode" and "thinking mode" (hard coded on) so you can choose which one you want to use.
One example generation below.
Benching...
SETTINGS:
- Max context 128k ; min context 8k to 16k
- Suggested settings: temp 1.0 ; top_k: 64, top_p: .95
- Suggested quants: Q4ks [non-imatrix] // IQ3M [imatrix]
- Rep pen of 1 ; with 1.02 to 1.5 to 1.1 - note that rep pen settings will DRASTICALLY affecting thinking, and output generation. Go easy.
THINKING NOTES:
Thinking is between:
<|channel>thought
...
<channel|>
You may need to modify/update your AI app setting(s) so the "thinking" appears in a "nice block".
TECH NOTES:
- Modified the jinja template to force thinking mode on. [use (and rename to chat_template.jinja) chat_template-instruct.jinja for "instruct" only ]
- Context 128k, as per Gemma 4 ORG model specs.
- Datasets used for Unsloth tuning are in house, private ; tuning level was moderate.
IN HOUSE BENCHMARKS [by Nightmedia]:
arc-c arc/e boolq hswag obkqa piqa wino
gemma-4-E4B-it-Claude-Opus-4.5-HERETIC-UNCENSORED-Thinking
mxfp8 thinking 0.501,0.692,0.809,...
gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED-Thinking
q8 thinking 0.502,0.701,0.743,0.658,0.418,0.761,0.635
gemma-4-E4B-it-The-DECKARD-V3-Expresso-HERETIC-UNCENSORED-Thinking
q8 instruct 0.447,0.572,0.828,0.651,0.418,0.752,0.634
gemma-4-E4B-it-The-DECKARD-V2-Strong-HERETIC-UNCENSORED-Instruct
Instruct-mxfp8 0.444,0.553,0.831,0.646,0.412,0.751,0.630
gemma-4-E4B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking
Instruct-mxfp8 0.436,0.528,0.839,0.637,0.416,0.748,0.627
BASE MODELS:
gemma-4-E4B-it [non heretic, base model]
Instruct-mxfp8,0.404,0.489,0.825,0.586,0.392,0.734,0.661
gemma-4-26B-A4B-it [non heretic, base model]
mxfp8 0.454,0.598,0.871,0.582,0.394,0.723,0.645
NOTES:
- Often "instruct" mode will test higher than "thinking" (mode) for some tests.
- Still compiling some stats for models as of this writing.
Example Generation; q4ks , non-imatrix
NOTE: Some formatting lost on copy/paste.
Curated Sex Appeal
System
User
Come up with six plots for a new "Black Mirror" episode (that the audience would love) that all involve time travel with sexy theme(s). Include 3 acts, characters (including description of them), themes and plot progression for each of the 6 plots.
Assistant
<|channel>thought
Here's a thinking process that leads to the suggested list:
Deconstruct the Prompt:
- Goal: Six plots for a new "Black Mirror" episode.
- Must-Haves:
- High audience appeal ("that the audience would love").
- Time Travel element.
- Sexy Theme(s) (needs to be integrated, not just an afterthought).
- Three Acts (clear structure: Setup, Inciting Incident/Midpoint, Climax/Twist).
- Required Elements for Each: Plot synopsis, 3 Acts, Characters (including description), Themes, Plot Progression.
Determine the Vibe of Black Mirror:
- Core Concept: Technology merging uncomfortably with humanity/psychology/society.
- Tone: Existential dread, satire, visceral horror (often emotional).
- Aesthetic: Near-future, sleek but broken, hyper-connected.
Brainstorm Core Time Travel Concepts (and integrate "Sexy Theme"):
- Idea 1: Memory Manipulation. What if you can go back and change the way someone remembers you? (Focus on perception/nostalgia). -> The Remix.
- Idea 2: Body Modification. What if you could upgrade yourself, but the upgrades are superficial/creepy? (Focus on sexual agency/perfection). -> The Perfect Partner.
- Idea 3: Experiential Immersion. What if you could live out a "perfect" version of sex or romance? (Focus on manufactured dopamine). -> The Ultimate Date.
- Idea 4: Corporate Ownership. What if your physical body/sexual availability were rented? (Focus on capitalism/social credit). -> Subscription Sex.
- Idea 5: Emotional Currency. What if your sexual energy was tracked/spent? (Focus on commodification). -> Vibe Check.
- Idea 6: The Butterfly Effect. What if a tiny, sexy change in the past ruined everything? (Focus on inevitability/loss). -> The Retcon.
Fleshing out the Six Concepts (and ensuring the "Sexy Theme" is central):
Plot 1: The Remix. (Memory editing). Sexy Angle: Seeing yourself through your partner's eyes, knowing they only remember the best parts.
- Concept: A service that fixes bad memories.
- Twist: You can't fix the real parts, just the censored ones.
Plot 2: The Algorithm. (Hyper-personalized dating). Sexy Angle: You are so perfect, you are only seen by people who "need" you.
- Concept: Dating apps that know you better than you do.
- Dread: You are a commodity, not an individual.
Plot 3: The Time-Dated Skin. (Self-improvement). Sexy Angle: Being perpetually "25."
- Concept: Expensive, mandatory aesthetic updates.
- Dread: Your appearance is dictated by market trends.
Plot 4: The Nostalgia Porn. (Revisiting moments). Sexy Angle: The sexual tension that didn't happen.
- Concept: Technology to relive a specific sexual moment (a first date, a breakup).
- Twist: You relive the moment, but the person is a hologram/avatar.
Plot 5: Emotional Dating. (Using emotions as currency). Sexy Angle: Being perceived as having high "energy."
- Concept: Bio-trackers that measure your sex appeal/charisma.
- Dread: You have to "pay" for sex or emotional labor.
Plot 6: The Doppelganger. (Parallel lives). Sexy Angle: Seeing yourself as the perfect, desirable version.
- Concept: AI that generates a hyper-ideal you based on public data.
- Dread: The "improved" you is basically a filter.
Structuring Each Plot (The 3 Acts):
- Act I: Setup/Inciting Incident. Establish the technology and the initial attraction/problem.
- Act II: Escalation/The Midpoint. Use the tech to solve the initial problem, but create a deeper one. The temptation.
- Act III: Climax/The Twist. The tech fails or exposes a harsh truth. The emotional fallout.
Writing the Six Concepts (Self-Correction/Refining):
- (Check the "Sexy Theme"): Ensure it's more than just titillation. It should tie into modern anxieties (curation, performance, disposability).
- (Check "Black Mirror" Tone"): Needs to be critical of consumerism, surveillance, or emotional labor.
Final Review against Prompt Requirements:
- Six plots? Yes.
- Time Travel? Yes (Memory, Aesthetic, Simulated experience, Future self, etc.).
- Sexy Theme? Yes (Performance, Currency, Curated Self, Memory).
- 3 Acts? Yes.
- Characters/Descriptions? Yes.
- Themes/Progression? Yes.
Formatting for Readability: Use clear headers, bullet points, and bold text to separate the ideas.
(This results in the final output structure.) (Self-Correction: Ensure the descriptions are vivid and genuinely unsettling, like the best Black Mirror episodes.)
<channel|>
Here are six plot synopses for a new "Black Mirror" episode, each involving time travel and a distinctly sexy theme.
1. The Remix
Concept: A service that allows you to edit, smooth out, and enhance your romantic memories with a specific person. It removes bad dates, awkward silences, bad decisions, and the moments where you were "ugly" or "stupid."
Characters:
- Elara (28): Protagonist. Has a stable, slightly predictable relationship with Liam. She is desperate for the perfect romantic narrative that she believes others are living.
- Liam (30s): Elara's boyfriend. He's kind and supportive, but sometimes makes emotional leaps that hurt her (or seem stupid to her).
- Aura (The Interface): A sleek, holographic interface that lets you browse and edit memories.
Act I: The Promise Elara is having an anniversary dinner with Liam. It starts well, but a small argument about money surfaces that makes her question if he really knows her. She feels the pressure to be the perfect partner, and Liam reveals a deeply embarrassing "fake" story to save face, which only makes her feel more inadequate. Aura pops up on the table, promising to fix it.
Act II: The Process Aura uploads the last month of shared memories. Elara sits in a sensory deprivation pod to go through the "surgery." She reviews a night she was drunk, a breakup text she sent, and a perfect date she wish had happened. She "smooths" out the rough edges, removing arguments and instances of insecurity. The process is highly addictive; the "better" memory feels so sharp it almost hurts.
Act III: The Glitch Elara wakes up feeling refreshed. She looks at Liam, who has fallen asleep on her shoulder. She notices a small gap in her memory—the actual argument. She goes to check the memory archive, but sees a new file labeled: "The Real Deal." She realizes she didn't just smooth out the rough edges; she deleted the conflict, and now she doesn't know which parts are real. Liam wakes up, mentions an argument they had about moving cities, and Elara has to decide if she wants the improved version of him, or the actual one.
Themes: The performative nature of love; curated social media profiles; nostalgia as a product; the commodification of emotional intimacy. Progression: Insecure relationship → Technological patch → Loss of self/authenticity.
2. The Predictive Swipe
Concept: Dating apps that don't just show you profiles; they use your biometric data and social media history to show you a precise, statistically calculated "Compatibility Score." However, the score is based on how many people currently desire you, making the app a real-time measurement of your sexual market value.
Characters:
- Chloe (25): The main character. She's perpetually over-invested in men because she feels she is always being used for her looks.
- The 'Ascension' Score: A dynamic number displayed in the corner of the app that changes based on your interactions.
- Rhys (29): A man who never gives you an answer, making you obsess over him.
Act I: The Introduction Chloe gets a high score (98%) from a guy named Miles, making her feel incredible. She gets a low score (45%) from Rhys, which throws her off balance. The app explains that her score is based on supply and demand.
Act II: The Manipulation The app starts feeding you hyper-specific scenarios designed to raise your number. It's "You'll love this guy because you've shown high interest in his hobbies," but then it shows you a guy who has the exact combination of traits that everyone else currently rates highly. It manipulates your desire until you feel addicted to the number.
Act III: The Twist The app starts flashing warnings. "Low desirability in the wild." It tells you that if you don't maintain your high score, it will drop significantly. You try everything—drinking expensive drinks, wearing clothes you know she likes, even posting calculated photos—just to keep the number high. When it finally drops below 80%, you feel a profound sense of panic. The app explains that the score is based on your social media activity, not how good you actually are. You realize you are performing sexiness for the algorithm, not for the person.
Themes: Capitalism; emotional labor; being constantly quantified; performing sex appeal; the anxiety of maintaining "high value." Progression: Low score → Peak score → Addiction/Performance → Loss of self-worth.
3. The Emotional Credit
Concept: In this near-future, "Emotional Health" is currency. Your Charisma, Wit, and overall "Vibe" are tracked via a mandatory bio-monitor bracelet. These points are used to pay for dates, spontaneous gifts, and even basic social survival. If you run low, you can't afford to be "seen."
Characters:
- Jordy (23): Works a gig economy job managing other people's social lives. She is constantly monitoring her own score.
- Kai (27): A handsome man who appears to have limitless "Energy" points, making him seem perfect.
- The Aura: Your mandatory wrist monitor that flashes red, yellow, and green.
Act I: The Warning Jordy's bracelet flashes yellow. She realizes she is low on "Spark." She has to go out with people to boost it, knowing that if she spends too much, she will be broke by Friday.
Act II: The Fix She goes to an "Experience Economy" venue where she pays for high-stimulation events (exotic dinners, adrenaline rushes, etc.) to boost her points. She meets Kai, who has a perfect score. He seems amazing and gives her a huge bonus for making him feel desired. She feels unstoppable; she's basically paid to be sexy.
Act III: The Reckoning Her score is high, but the app alerts her that "Over-spending on high-value experiences will cause emotional debt." She realizes she can't afford the feeling she's having with Kai. Her score is dropping dangerously low because she's paying too much to feel good. The system forces her to pay for a "de-stress" session, which involves a traumatic, emotionally exhausting encounter that drains her completely, leaving her unable to feel anything genuine afterward.
Themes: Commodification of self; emotional labor; maintaining a "perfect" life; emotional bankruptcy. Progression: Low score → High score (paid) → Debt/depletion.
4. The Flashback Stream
Concept: A technology that allows you to experience romantic moments from different points in time—but you can only live them through the filtered memory of the person you're with. You can see yourself as they remembered you (i.e., better, sexier, funnier).
Characters:
- Maya (26): The protagonist. She has a boyfriend who is constantly telling her how much he loves her and how lucky he is.
- Ethan (28): Her boyfriend. He has a perfect "Memory Archive."
- The Experience Pod: A full sensory immersion chair that makes you relive the moment, but only through his eyes.
Act I: The Flaw Maya and Ethan are on their anniversary dinner. Everything seems perfect, but she catches him staring at her phone, distracted. She feels a creeping insecurity about whether he still loves her "real" self, or the idealized version she curated.
Act II: The Enhancement Ethan suggests they try the "Memory Restore" pods. He insists she needs to see how gorgeous she looked on their first date. Maya puts on the headset. She is transported into a hyper-idealized version of that night. Ethan only remembers her best qualities; he filters out the bad makeup, the drunken missteps, and the moments where she was emotionally unavailable.
Act III: The Glitch The experience is euphoric—it's exactly how he remembers you. She wakes up feeling seen and adored. Then, the feed glitches. She sees him not remembering the difficult times. She sees the truth of the event—the arguments, the times she was stressed, the times she needed him. She realizes that every time he compliments her, he's actually just showing her a perfect, commercialized reel of the moment. She realizes he only wants the "enhanced" version of her.
Themes: Idealization; confirmation bias; selective remembering; the pressure to perform happiness. Progression: Insecurity → Curated reality → Loss of self-respect.
5. The Digital Renaissance
Concept: A technology that uses your social media footprint, private photos, and bio-metrics to generate a "Hyper-Aesthetic" version of you—a character model that is an objectively perfect fusion of everything people find attractive in you. You pay a subscription to access this version in real life.
Characters:
- Ava (24): The main character. She constantly receives compliments about her skin, eyes, and physique.
- The 'Aura' Avatar: The AI-generated version of her. It's slightly taller, better lit, and has flawless features.
- Jasper (26): The guy she is currently dating, who has a low "Aura Score" with her.
Act I: The Upgrade Ava gets an update to her Aura Score. She's beautiful, and everyone agrees. She starts going out knowing she's at peak social appearance. Jasper keeps giving her mixed signals, which she ignores because her Aura is too high to care.
Act II: The Cost Her Aura score hits an all-time high. It's impossible to be anything but perfect. However, the system requires her to upload photos that increase her score. She realizes she has to pay for "perfecting" herself—expensive procedures and constant maintenance. Jasper starts asking her questions she can't answer because she's paying for a version of herself that doesn't have actual lived experience.
Act III: The Crash Her Aura score starts to drop rapidly. She realizes that the system is making her desirable based on trending aesthetics (e.g., needing to lose weight, having bigger breasts, etc.), not on her inherent beauty. She gets a notification that her "Aura Renewal" is due. To pay, she has to consent to a painful, irreversible enhancement. She looks at Jasper, who is genuinely drawn to the real her, and realizes the system is trapping her in a cycle of consumption.
Themes: Curated self; superficiality; maintaining external validation; beauty standards; the cost of "perfection." Progression: Rising score → Addiction to status → High cost/loss of self.
6. The Expiration Date
Concept: In this world, sexual attraction is a measurable resource with a shelf life. Your "High Vibe" decreases with age, poor self-care, and stress. You must take "boosters"—expensive drinks, fillers, drugs—to maintain your peak appeal.
Characters:
- Chloe (29): The protagonist. She's hyper-aware of her own declining status.
- The "Bloom" Subscription: A required monthly payment to keep your body optimized for desirability.
- Julian (31): A man who has paid enough to be perpetually at his peak, making him seem perfect.
Act I: The Decline Chloe’s app shows her “Vibe” is at 72%. This is below the required minimum for high-stakes situations. She feels herself getting harder to get, and it's stressing her out. She starts drinking expensive cocktails and popping supplements.
Act II:The Fix Her "Bloom" payment goes through, boosting it to 95%. She's amazing. Everyone is obsessed. She meets Julian, who is running on peak hormones and Botox. The system highlights that she is paying him to look his best, which makes her feel bad. She realizes her "vibe" is just her wallet.
Act III:The Crisis She gets a notification: "Renewal required." To keep the score high, she needs to buy a "Boost." The system suggests a treatment that requires her to sacrifice a current pleasure—for instance, she loses her ability to laugh at the perfect time, or she has to pay in genuine affection (like spending an evening doing chores for him). She realizes that maintaining her value is more work than ever. The app flashes a warning: "Warning: Emotional Debt." She realizes that the 'magic' isn't the tech, but the actual feelings that were supposed to make her look good in the first place.
Themes: Commodification of self; aging; performance of desirability; economic anxiety; emotional labor. Progression: Decline → Artificial boost → Exhaustion/Debt.
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