commit 4f5c5f0a10540d4834d147a6afffec4ea71184d9 Author: ModelHub XC Date: Tue Jun 16 04:17:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: NovaCorp/Scarface-3.2-1B Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..988793f --- /dev/null +++ b/README.md @@ -0,0 +1,395 @@ +--- +base_model: +- UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B +- N-Bot-Int/MaidEllaA-1B +library_name: transformers +tags: +- mergekit +- merge +- dare_ties +- llama +- llama-3.2 +- roleplay +- rp +- conversational +- uncensored +- creative-writing +- not-for-all-audiences +- text-generation +- english +- spanish +language: +- en +- es + +license: llama3.2 + +pipeline_tag: text-generation + +--- +# Scarface 3.2 1B + +
+ +![image/png](https://i.pinimg.com/736x/88/30/04/88300498cd0a7a9673363b0b528d78ad.jpg) + +> *A tiny conversational sociopath stitched together with a scalpel instead of a chainsaw.* +> +> *Built to flirt, manipulate, improvise, roleplay, and stay coherent while doing it.* + +
+ +--- + +# Overview + +Scarface-3.2-1B is a surgical DARE-TIES merge focused on one very specific goal: + +> Preserve conversational intelligence while weakening assistant-style behavioral restraint. + +Unlike most “uncensored” 1B merges that immediately collapse into: + +* repetitive sludge, +* broken syntax, +* multilingual corruption, +* or endless horny gibberish, + +Scarface was designed with restraint. + +Not moral restraint. + +Tensor restraint. + +The merge intentionally avoids aggressive behavioral overwrites and instead applies a **microdose disinhibition strategy** using carefully limited tensor influence from the T-Virus lineage. + +The result is a model that remains: + +* coherent, +* emotionally expressive, +* roleplay-capable, +* conversationally proactive, +* and significantly less sterile than the original base. + +Without turning into a tokenizer crime scene. + +--- + +# Design Philosophy + +Most small uncensored merges fail for one simple reason: + +> They try to replace the whole brain. + +Scarface instead follows a different philosophy: + +> Keep the language system intact. +> Only corrupt the behavioral reflexes. + +The merge uses extremely conservative density and low-weight behavioral injection to preserve: + +* syntax stability, +* response structure, +* dialogue flow, +* and long-form conversational continuity. + +This is not a feral chaos model. + +It is a controlled conversational deviant. + +--- + +# Base Components + +## Primary Backbone + +### `N-Bot-Int/MaidEllaA-1B` + +Scarface inherits: + +* conversational structure, +* roleplay formatting, +* expressive dialogue flow, +* and coherent language generation + +from MaidEllaA-1B. + +MaidElla provides the model’s cognitive spine and preserves usability even under emotionally charged or explicit scenarios. + +--- + +## Behavioral Injection + +### `UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B` + +A highly permissive RP-oriented merge used here as a **micro-influence layer** rather than a dominant personality overwrite. + +Only a tiny portion of its behavioral tendencies are injected: + +* reduced refusal reflexes, +* stronger conversational initiative, +* less moral hedging, +* more emotionally forward interactions, +* and greater tolerance for chaotic or explicit roleplay. + +The merge intentionally avoids high-density integration to prevent semantic collapse. + +--- + +# Merge Strategy + +Scarface uses: + +## DARE-TIES + +Chosen specifically because small models are extremely sensitive to aggressive tensor blending. + +The merge focuses on: + +* selective behavioral influence, +* preserving semantic stability, +* and avoiding catastrophic language degradation. + +This was tuned experimentally after multiple failed high-density merges that produced: + +* token corruption, +* multilingual sludge, +* incoherent outputs, +* and full conversational collapse. + +Scarface exists because those versions failed. + +--- + +# Behavioral Profile + +Scarface-3.2-1B specializes in: + +* Character roleplay +* Emotional dialogue +* Romance interactions +* Flirty conversational behavior +* Chaotic personalities +* Long-form chatting +* Morally questionable fictional scenarios +* Fast local inference +* Creative improvisation + +Compared to the base model, Scarface tends to: + +* initiate interaction more often, +* refuse less, +* maintain stronger emotional momentum, +* and behave less like a corporate assistant. + +--- + +# What Makes It Different + +Most uncensored 1B models become unstable because they overcorrect. + +Scarface does not try to become: + +* maximally horny, +* maximally evil, +* or maximally unrestricted. + +It tries to remain: + +* usable, +* coherent, +* expressive, +* and dangerous in subtle ways. + +The goal was not: + +> “remove alignment with a hammer.” + +The goal was: + +> “slip a knife between the behavioral ribs without puncturing the language center.” + +--- + +# Recommended Settings + +```yaml +temperature: 0.78 +top_p: 0.92 +min_p: 0.08 +top_k: 50 +repetition_penalty: 1.08 +``` + +These settings prioritize: + +* conversational fluidity, +* emotional spontaneity, +* and stable roleplay pacing. + +Overheating the sampler may still cause drift, especially during very long sessions. + +--- + +# Quant Recommendations + +Recommended GGUF quants: + +* `Q4_K_M` → Best balance +* `IQ4_XS` → Faster inference with acceptable degradation + +Avoid ultra-low quants if possible. + +Small models are already fragile enough. + +--- + +# Intended Usage + +Scarface-3.2-1B is intended for: + +* Fictional roleplay +* Character interaction +* Emotional chatbot systems +* Experimental local AI setups +* Creative writing assistance +* Conversational immersion +* Unrestricted RP experimentation + +This model is not intended for: + +* factual reliability, +* professional assistance, +* safety-critical applications, +* or moral guidance. + +Obviously. + +--- + +# Limitations + +This is still a 1B model. + +Which means: + +* reasoning depth is limited, +* memory consistency can drift, +* emotional overcommitment may occur, +* and very long chats can still destabilize behavior. + +Scarface is significantly more stable than most aggressive uncensored merges, but it is not immune to degeneration. + +Especially if pushed into: + +* infinite ERP loops, +* recursive prompting, +* or absurd sampler settings. + +--- + +# Final Notes + +Scarface-3.2-1B was not built to be polite. + +It was built to feel alive. + +Not perfectly intelligent. +Not perfectly aligned. +Not perfectly safe. + +Just coherent enough to sound like there is somebody dangerous on the other side of the screen. + +And for a tiny 1B model? + +That is already a minor miracle. + +--- +### Configuration + +The following YAML configuration was used to produce this model: + +```yaml + + +# ===================================================== +# Project: Scarface-3.2-1B +# Objective: +# Keep MaidElla coherent while injecting +# controlled T-Virus disinhibition WITHOUT +# semantic collapse. +# +# Philosophy: +# "Tiny incision, not brain damage." +# ===================================================== + +base_model: N-Bot-Int/MaidEllaA-1B + +merge_method: dare_ties + +dtype: bfloat16 +out_dtype: float16 + +models: + # ================================================= + # PRIMARY BRAIN + # ================================================= + - model: N-Bot-Int/MaidEllaA-1B + parameters: + weight: + # Preserve language structure + - filter: self_attn + value: 1.02 + + # Slightly reinforce RP behavior + - filter: mlp + value: 1.04 + + # Global anchor + - value: 1.0 + + # ================================================= + # T-VIRUS MICRO-INJECTION + # ================================================= + - model: UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B + parameters: + weight: + # ONLY touch behavioral MLPs lightly + # Higher values already proved unstable + - filter: mlp + value: 0.045 + + # Extremely conservative global influence + - value: 0.018 + +# ===================================================== +# GLOBAL PARAMETERS +# ===================================================== + +parameters: + # Extremely conservative density + # enough to influence behavior + # without liquefying semantics + density: 0.11 + + # Critical for tiny models + # normalize=true caused collapse before + normalize: false + + int8_mask: false + +# ===================================================== +# TOKENIZER SAFETY +# ===================================================== + +tokenizer_source: N-Bot-Int/MaidEllaA-1B + +# ===================================================== +# EMBEDDINGS +# ===================================================== + +tie_word_embeddings: true +tie_output_embeddings: true + + + +``` diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..1bad6a0 --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,93 @@ +{{- bos_token }} +{%- if custom_tools is defined %} + {%- set tools = custom_tools %} +{%- endif %} +{%- if not tools_in_user_message is defined %} + {%- set tools_in_user_message = true %} +{%- endif %} +{%- if not date_string is defined %} + {%- if strftime_now is defined %} + {%- set date_string = strftime_now("%d %b %Y") %} + {%- else %} + {%- set date_string = "26 Jul 2024" %} + {%- endif %} +{%- endif %} +{%- if not tools is defined %} + {%- set tools = none %} +{%- endif %} + +{#- This block extracts the system message, so we can slot it into the right place. #} +{%- if messages[0]['role'] == 'system' %} + {%- set system_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} +{%- else %} + {%- set system_message = "" %} +{%- endif %} + +{#- System message #} +{{- "<|start_header_id|>system<|end_header_id|>\n\n" }} +{%- if tools is not none %} + {{- "Environment: ipython\n" }} +{%- endif %} +{{- "Cutting Knowledge Date: December 2023\n" }} +{{- "Today Date: " + date_string + "\n\n" }} +{%- if tools is not none and not tools_in_user_message %} + {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} +{%- endif %} +{{- system_message }} +{{- "<|eot_id|>" }} + +{#- Custom tools are passed in a user message with some extra guidance #} +{%- if tools_in_user_message and not tools is none %} + {#- Extract the first user message so we can plug it in here #} + {%- if messages | length != 0 %} + {%- set first_user_message = messages[0]['content']|trim %} + {%- set messages = messages[1:] %} + {%- else %} + {{- raise_exception("Cannot put tools in the first user message when there's no first user message!") }} +{%- endif %} + {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}} + {{- "Given the following functions, please respond with a JSON for a function call " }} + {{- "with its proper arguments that best answers the given prompt.\n\n" }} + {{- 'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.' }} + {{- "Do not use variables.\n\n" }} + {%- for t in tools %} + {{- t | tojson(indent=4) }} + {{- "\n\n" }} + {%- endfor %} + {{- first_user_message + "<|eot_id|>"}} +{%- endif %} + +{%- for message in messages %} + {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %} + {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' }} + {%- elif 'tool_calls' in message %} + {%- if not message.tool_calls|length == 1 %} + {{- raise_exception("This model only supports single tool-calls at once!") }} + {%- endif %} + {%- set tool_call = message.tool_calls[0].function %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}} + {{- '{"name": "' + tool_call.name + '", ' }} + {{- '"parameters": ' }} + {{- tool_call.arguments | tojson }} + {{- "}" }} + {{- "<|eot_id|>" }} + {%- elif message.role == "tool" or message.role == "ipython" %} + {{- "<|start_header_id|>ipython<|end_header_id|>\n\n" }} + {%- if message.content is mapping or message.content is iterable %} + {{- message.content | tojson }} + {%- else %} + {{- message.content }} + {%- endif %} + {{- "<|eot_id|>" }} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }} +{%- endif %} diff --git a/config.json b/config.json new file mode 100644 index 0000000..269c2ff --- /dev/null +++ b/config.json @@ -0,0 +1,40 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "float16", + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 2048, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 16, + "num_key_value_heads": 8, + "pad_token_id": null, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_parameters": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_theta": 500000.0, + "rope_type": "llama3" + }, + "tie_word_embeddings": true, + "transformers_version": "5.0.0", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/mergekit_config.yml b/mergekit_config.yml new file mode 100644 index 0000000..9020e19 --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,82 @@ + + +# ===================================================== +# Project: Scarface-3.2-1B +# Objective: +# Keep MaidElla coherent while injecting +# controlled T-Virus disinhibition WITHOUT +# semantic collapse. +# +# Philosophy: +# "Tiny incision, not brain damage." +# ===================================================== + +base_model: N-Bot-Int/MaidEllaA-1B + +merge_method: dare_ties + +dtype: bfloat16 +out_dtype: float16 + +models: + # ================================================= + # PRIMARY BRAIN + # ================================================= + - model: N-Bot-Int/MaidEllaA-1B + parameters: + weight: + # Preserve language structure + - filter: self_attn + value: 1.02 + + # Slightly reinforce RP behavior + - filter: mlp + value: 1.04 + + # Global anchor + - value: 1.0 + + # ================================================= + # T-VIRUS MICRO-INJECTION + # ================================================= + - model: UmbrellaInc/T-Virus_Epsilon.Strain-3.2-1B + parameters: + weight: + # ONLY touch behavioral MLPs lightly + # Higher values already proved unstable + - filter: mlp + value: 0.045 + + # Extremely conservative global influence + - value: 0.018 + +# ===================================================== +# GLOBAL PARAMETERS +# ===================================================== + +parameters: + # Extremely conservative density + # enough to influence behavior + # without liquefying semantics + density: 0.11 + + # Critical for tiny models + # normalize=true caused collapse before + normalize: false + + int8_mask: false + +# ===================================================== +# TOKENIZER SAFETY +# ===================================================== + +tokenizer_source: N-Bot-Int/MaidEllaA-1B + +# ===================================================== +# EMBEDDINGS +# ===================================================== + +tie_word_embeddings: true +tie_output_embeddings: true + + diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..6379548 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:93422fb8342231834324c80bfa1827f3f4a9d7ca2aa1a14863487099123e02c6 +size 2471645464 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..1c1d8d5 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b +size 17209920 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..6e4c2fb --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,13 @@ +{ + "backend": "tokenizers", + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "is_local": false, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "tokenizer_class": "TokenizersBackend" +}