396 lines
8.0 KiB
Markdown
396 lines
8.0 KiB
Markdown
---
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base_model:
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- UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B
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- N-Bot-Int/MaidEllaA-1B
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library_name: transformers
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tags:
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- mergekit
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- merge
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- dare_ties
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- llama
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- llama-3.2
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- roleplay
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- rp
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- conversational
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- uncensored
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- creative-writing
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- not-for-all-audiences
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- text-generation
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- english
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- spanish
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language:
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- en
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- es
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license: llama3.2
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pipeline_tag: text-generation
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---
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# Scarface 3.2 1B
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<center>
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> *A tiny conversational sociopath stitched together with a scalpel instead of a chainsaw.*
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>
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> *Built to flirt, manipulate, improvise, roleplay, and stay coherent while doing it.*
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</center>
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---
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# Overview
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Scarface-3.2-1B is a surgical DARE-TIES merge focused on one very specific goal:
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> Preserve conversational intelligence while weakening assistant-style behavioral restraint.
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Unlike most “uncensored” 1B merges that immediately collapse into:
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* repetitive sludge,
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* broken syntax,
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* multilingual corruption,
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* or endless horny gibberish,
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Scarface was designed with restraint.
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Not moral restraint.
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Tensor restraint.
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The merge intentionally avoids aggressive behavioral overwrites and instead applies a **microdose disinhibition strategy** using carefully limited tensor influence from the T-Virus lineage.
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The result is a model that remains:
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* coherent,
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* emotionally expressive,
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* roleplay-capable,
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* conversationally proactive,
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* and significantly less sterile than the original base.
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Without turning into a tokenizer crime scene.
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---
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# Design Philosophy
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Most small uncensored merges fail for one simple reason:
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> They try to replace the whole brain.
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Scarface instead follows a different philosophy:
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> Keep the language system intact.
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> Only corrupt the behavioral reflexes.
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The merge uses extremely conservative density and low-weight behavioral injection to preserve:
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* syntax stability,
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* response structure,
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* dialogue flow,
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* and long-form conversational continuity.
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This is not a feral chaos model.
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It is a controlled conversational deviant.
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---
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# Base Components
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## Primary Backbone
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### `N-Bot-Int/MaidEllaA-1B`
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Scarface inherits:
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* conversational structure,
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* roleplay formatting,
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* expressive dialogue flow,
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* and coherent language generation
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from MaidEllaA-1B.
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MaidElla provides the model’s cognitive spine and preserves usability even under emotionally charged or explicit scenarios.
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---
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## Behavioral Injection
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### `UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B`
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A highly permissive RP-oriented merge used here as a **micro-influence layer** rather than a dominant personality overwrite.
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Only a tiny portion of its behavioral tendencies are injected:
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* reduced refusal reflexes,
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* stronger conversational initiative,
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* less moral hedging,
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* more emotionally forward interactions,
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* and greater tolerance for chaotic or explicit roleplay.
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The merge intentionally avoids high-density integration to prevent semantic collapse.
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---
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# Merge Strategy
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Scarface uses:
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## DARE-TIES
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Chosen specifically because small models are extremely sensitive to aggressive tensor blending.
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The merge focuses on:
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* selective behavioral influence,
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* preserving semantic stability,
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* and avoiding catastrophic language degradation.
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This was tuned experimentally after multiple failed high-density merges that produced:
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* token corruption,
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* multilingual sludge,
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* incoherent outputs,
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* and full conversational collapse.
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Scarface exists because those versions failed.
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---
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# Behavioral Profile
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Scarface-3.2-1B specializes in:
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* Character roleplay
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* Emotional dialogue
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* Romance interactions
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* Flirty conversational behavior
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* Chaotic personalities
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* Long-form chatting
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* Morally questionable fictional scenarios
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* Fast local inference
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* Creative improvisation
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Compared to the base model, Scarface tends to:
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* initiate interaction more often,
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* refuse less,
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* maintain stronger emotional momentum,
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* and behave less like a corporate assistant.
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---
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# What Makes It Different
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Most uncensored 1B models become unstable because they overcorrect.
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Scarface does not try to become:
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* maximally horny,
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* maximally evil,
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* or maximally unrestricted.
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It tries to remain:
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* usable,
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* coherent,
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* expressive,
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* and dangerous in subtle ways.
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The goal was not:
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> “remove alignment with a hammer.”
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The goal was:
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> “slip a knife between the behavioral ribs without puncturing the language center.”
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---
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# Recommended Settings
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```yaml
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temperature: 0.78
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top_p: 0.92
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min_p: 0.08
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top_k: 50
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repetition_penalty: 1.08
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```
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These settings prioritize:
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* conversational fluidity,
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* emotional spontaneity,
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* and stable roleplay pacing.
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Overheating the sampler may still cause drift, especially during very long sessions.
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---
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# Quant Recommendations
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Recommended GGUF quants:
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* `Q4_K_M` → Best balance
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* `IQ4_XS` → Faster inference with acceptable degradation
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Avoid ultra-low quants if possible.
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Small models are already fragile enough.
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---
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# Intended Usage
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Scarface-3.2-1B is intended for:
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* Fictional roleplay
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* Character interaction
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* Emotional chatbot systems
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* Experimental local AI setups
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* Creative writing assistance
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* Conversational immersion
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* Unrestricted RP experimentation
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This model is not intended for:
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* factual reliability,
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* professional assistance,
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* safety-critical applications,
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* or moral guidance.
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Obviously.
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---
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# Limitations
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This is still a 1B model.
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Which means:
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* reasoning depth is limited,
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* memory consistency can drift,
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* emotional overcommitment may occur,
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* and very long chats can still destabilize behavior.
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Scarface is significantly more stable than most aggressive uncensored merges, but it is not immune to degeneration.
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Especially if pushed into:
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* infinite ERP loops,
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* recursive prompting,
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* or absurd sampler settings.
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---
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# Final Notes
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Scarface-3.2-1B was not built to be polite.
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It was built to feel alive.
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Not perfectly intelligent.
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Not perfectly aligned.
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Not perfectly safe.
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Just coherent enough to sound like there is somebody dangerous on the other side of the screen.
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And for a tiny 1B model?
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That is already a minor miracle.
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---
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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# =====================================================
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# Project: Scarface-3.2-1B
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# Objective:
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# Keep MaidElla coherent while injecting
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# controlled T-Virus disinhibition WITHOUT
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# semantic collapse.
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#
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# Philosophy:
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# "Tiny incision, not brain damage."
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# =====================================================
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base_model: N-Bot-Int/MaidEllaA-1B
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merge_method: dare_ties
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dtype: bfloat16
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out_dtype: float16
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models:
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# =================================================
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# PRIMARY BRAIN
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# =================================================
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- model: N-Bot-Int/MaidEllaA-1B
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parameters:
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weight:
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# Preserve language structure
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- filter: self_attn
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value: 1.02
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# Slightly reinforce RP behavior
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- filter: mlp
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value: 1.04
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# Global anchor
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- value: 1.0
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# =================================================
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# T-VIRUS MICRO-INJECTION
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# =================================================
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- model: UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B
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parameters:
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weight:
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# ONLY touch behavioral MLPs lightly
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# Higher values already proved unstable
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- filter: mlp
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value: 0.045
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# Extremely conservative global influence
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- value: 0.018
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# =====================================================
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# GLOBAL PARAMETERS
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# =====================================================
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parameters:
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# Extremely conservative density
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# enough to influence behavior
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# without liquefying semantics
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density: 0.11
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# Critical for tiny models
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# normalize=true caused collapse before
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normalize: false
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int8_mask: false
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# =====================================================
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# TOKENIZER SAFETY
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# =====================================================
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tokenizer_source: N-Bot-Int/MaidEllaA-1B
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# =====================================================
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# EMBEDDINGS
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# =====================================================
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tie_word_embeddings: true
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tie_output_embeddings: true
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```
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