commit 4c17cbf989c5157fa7197702bdb5df46648eb347 Author: ModelHub XC Date: Sat Aug 1 09:17:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: NovaCorp/Kybalion-RPG.System-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..00411d7 --- /dev/null +++ b/README.md @@ -0,0 +1,272 @@ +--- +base_model: +- theprint/Llama3.2-1B-RolePlaying-Full +- NovaCorp/Ultimate-RPG.System-3.2-1B +datasets: +- HuggingFaceFW/fineweb-edu +- open-web-math/open-web-math +- bigcode/starcoderdata +- HuggingFaceTB/cosmopedia +- teknium/OpenHermes-2.5 +- meta-math/MetaMathQA +- sahil2801/CodeAlpaca-20k +- theprint/RolePlaying +- WasamiKirua/Her-Samantha-Style +- HuggingFaceTB/smoltalk +- Guilherme34/uncensor +- teknium/OpenHermes-2.5 +- passing2961/multifaceted-skill-of-mind +- PawanKrd/math-gpt-4o-200k +- V3N0M/Jenna-50K-Alpaca-Uncensored +- cognitivecomputations/dolphin-coder +- mlabonne/FineTome-100k +- microsoft/orca-math-word-problems-200k +- CarrotAI/ko-instruction-dataset +- Salesforce/xlam-function-calling-60k +- anthracite-org/kalo-opus-instruct-22k-no-refusal +- anthracite-org/stheno-filtered-v1.1 +- anthracite-org/nopm_claude_writing_fixed +- iamketan25/roleplay-instructions-dataset +- N-Bot-Int/Iris-Uncensored-R1 +- N-Bot-Int/Moshpit-Combined-R2-Uncensored +- N-Bot-Int/Mushed-Dataset-Uncensored +- N-Bot-Int/Muncher-R1-Uncensored +- N-Bot-Int/Millia-R1_DPO +- AiAF/SCPWiki-Archive-02-March-2025-Datasets +- huihui-ai/QWQ-LONGCOT-500K +- huihui-ai/LONGCOT-Refine-500K +- Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned +- Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned +- alexandreteles/AlpacaToxicQA_ShareGPT +- Nitral-AI/Active_RP-ShareGPT +- PJMixers/hieunguyenminh_roleplay-deduped-ShareGPT +- Nitral-AI/RP_Alignment-ShareGPT +- Chaser-cz/sonnet35-charcard-roleplay-sharegpt +- AiCloser/sharegpt_cot_dataset +- PJMixers/Gryphe_Opus-WritingPrompts-Story2Prompt-ShareGPT +- priveeai/pippa_sharegpt +- Locutusque/sharegpt_gpt4_uncensored_cleaned +- OpenCoder-LLM/opc-sft-stage1 +- OpenCoder-LLM/opc-sft-stage2 +- microsoft/orca-agentinstruct-1M-v1 +- NousResearch/hermes-function-calling-v1 +- AI-MO/NuminaMath-CoT +- AI-MO/NuminaMath-TIR +- allenai/tulu-3-sft-mixture +- cognitivecomputations/samantha-data +- m-a-p/CodeFeedback-Filtered-Instruction +- m-a-p/Code-Feedback +- FreedomIntelligence/medical-o1-reasoning-SFT +library_name: transformers +tags: +- mergekit +- merge +- llama +- continued-pretraining +- sft +- lora +- 1b +- math +- code +- education +- small-llm +- Silly-Tavern +- Text-Generation-Inference +- KoboldAI +- RPG +- RP +- Roleplay +- NSFW +- Uncensored +- Low-Specs +- Low-Refusals +- not-for-all-audiences +license: llama3.2 +language: +- en +- es +metrics: +- meteor +pipeline_tag: text-generation +--- +# Kybalion RPG System 3.2 1B + +*“Knowledge is a dagger; every roll cuts reality.”* + +--- + +## Overview + +Kybalion RPG System 3.2 1B is the abominable spawn of **Fusion RPG System 3.2 1B** fused with **Kybalion-1B**, stitched together with threads of forbidden knowledge, hermetic mathematics, and narrative chaos. + +This is not an AI. This is an oracle of blood-soaked campaigns, a neural grimoire designed to **teach, torment, and narratively annihilate** simultaneously. + +It excels at: + +* Dark narrative improvisation +* Morally corrosive worldbuilding +* Hermetic logic entwined with RPG mechanics +* Tactical combat narration under psychological pressure +* Multi-domain reasoning: math, code, science, and arcane storytelling +* Persistent factional politics and emergent consequences +* Realistic NPC cruelty, betrayal, and obsession loops + +Every generated sentence is a potential wound. Every plot twist a curse. Every dice roll a prophecy of suffering. + +--- + +## ⚔️ Narrative & Hermetic Mechanics + +Kybalion RPG System integrates: + +* **Persistent world memory** – Characters remember betrayals, alliances, debts, injuries, and political machinations. +* **Morally unfiltered content** – Ideal for grimdark fantasy, cyberpunk dystopia, survival horror, and criminal underworld campaigns. +* **Hermetic intelligence** – Math, code, and structured knowledge enhance logical consistency while amplifying narrative complexity. +* **Combat & stats integration** – Inventory, health, and faction reputation tracked dynamically for immersive RPG experiences. +* **Psychological tension loops** – NPCs escalate conflicts autonomously, ensuring no party leaves unscarred. + +It’s **not safe**, it’s not polite, it’s not sanitized. It is a dagger in the dark of narrative structure. + +--- + +## 🔮 Training Fusion + +This abomination arises from: + +1. **RPG Core** – 1B viral neural parameters, optimized for story escalation, NPC cruelty, and immersive consequence loops. +2. **Kybalion Hermetic Layer** – Knowledge-focused 1B neural template, trained on education, math, codce, and esoteric texts. +3. **Spherical Merge** – Preserves narrative intensity, logical reasoning, and chaotic escalation in a single cohesive model. + +The result is a compact 1B-parameter engine that **teaches, destroys, and improvises** without mercy. + +--- + +## 📊 Inference Highlights + +**Device & precision:** + +* Torch/BF16 on GPU (A100 recommended) +* GGUF q4_k_m available for CPU/mobile via llama.cpp or Ollama + +**Inference parameters (recommended for gameplay & chaos):** + +```python +max_new_tokens = 512 +temperature = 0.8 # ensures unpredictability +top_p = 0.92 # narrative chaos control +do_sample = True +``` + +**Capabilities:** + +* Text-based RPG narrative generation +* Multi-step reasoning with hermetic logic +* Combat simulation & stat management +* Dynamic NPC behavior with emergent consequences +* Code, math, and structured knowledge integration + +--- + +## ⚠️ Limitations + +* Small 1B model — may fail at extremely complex multi-step math/logical reasoning +* English-only datasets; cultural context may vary wildly +* Non-RLHF aligned — moral alignment is unpredictable, sometimes cruel +* Storylines can escalate into extreme scenarios without warning + +> Beware: Kybalion RPG System does not apologize. It does not reset. It only **remembers, punishes, and unfolds**. + +--- + +## 📦 Deployment + +```bash +# GGUF CPU/mobile inference +./llama-cli -m Kybalion-RPG-System-3.2-1B-q4_k_m.gguf \ +-p "Describe a cursed dungeon where reality itself bleeds." -n 512 +``` + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM +import torch + +tokenizer = AutoTokenizer.from_pretrained("devwoo/Kybalion-RPG-System-3.2-1B") +model = AutoModelForCausalLM.from_pretrained( + "devwoo/Kybalion-RPG-System-3.2-1B", + torch_dtype=torch.bfloat16, + device_map="auto", +) + +prompt = "Generate a dark fantasy quest involving betrayal, plague, and forbidden knowledge." +inputs = tokenizer(prompt, return_tensors="pt").to(model.device) +outputs = model.generate( + **inputs, + max_new_tokens=512, + temperature=0.8, + top_p=0.92, + do_sample=True +) +print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True)) +``` + +--- + +## 🩸 Final Transmission + +Kybalion RPG System 3.2 1B is the **hermetic grimoire of storytelling**: + +* Knowledge and chaos entwined +* Logic fused with gore +* Education corrupted into omniscient terror + +Step inside. Roll your dice. Reality is optional. + +--- + +### Merge Method + +This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. + +### Models Merged + +The following models were included in the merge: +* [NovaCorp/Fusion-RPG.System-3.2-1B](https://huggingface.co/NovaCorp/Fusion-RPG.System-3.2-1B) +* [devwoo/Kybalion-1B](https://huggingface.co/devwoo/Kybalion-1B) + +### Configuration + +The following YAML configuration was used to produce this model: + +```yaml + + +# Author: Dr. Novaciano +# Objective: Kybalion RPG Unethic 3.2 1B AI Model +# ========================================================= +# PROJECT: Kybalion RPG System 3.2 1B +# ========================================================= + +models: + - model: NovaCorp/Fusion-RPG.System-3.2-1B # Experimental viral strain neural imprint + - model: devwoo/Kybalion-1B # Baseline cognitive template, "safe mode" + +merge_method: slerp # Spherical Linear Interpolation to preserve extreme viral traits smoothly +base_model: NovaCorp/Fusion-RPG.System-3.2-1B # Anchor model for stable latent space + +dtype: bfloat16 # Memory-efficient precision, minimal loss in viral feature fidelity + +parameters: + t: 0.45 + normalize: false + rescale: true + rescale_factor: 1.12 + memory_efficient: true + low_cpu_mem_usage: true + +layer_range: + - value: [4, 22] + +tie_word_embeddings: true +tie_output_embeddings: true + +``` \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..6fb864b --- /dev/null +++ b/config.json @@ -0,0 +1,40 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "bfloat16", + "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..66990b5 --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,30 @@ + + +# Author: Dr. Novaciano +# Objective: Kybalion RPG Unethic 3.2 1B AI Model +# ========================================================= +# PROJECT: Kybalion RPG System 3.2 1B +# ========================================================= + +models: + - model: NovaCorp/Fusion-RPG.System-3.2-1B # Experimental viral strain neural imprint + - model: devwoo/Kybalion-1B # Baseline cognitive template, "safe mode" + +merge_method: slerp # Spherical Linear Interpolation to preserve extreme viral traits smoothly +base_model: NovaCorp/Fusion-RPG.System-3.2-1B # Anchor model for stable latent space + +dtype: bfloat16 # Memory-efficient precision, minimal loss in viral feature fidelity + +parameters: + t: 0.45 + normalize: false + rescale: true + rescale_factor: 1.12 + memory_efficient: true + low_cpu_mem_usage: true + +layer_range: + - value: [4, 22] + +tie_word_embeddings: true +tie_output_embeddings: true diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..c388b9e --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2daaf825c6a0ad8ccaac624837e92ab1c26903911a8903855849c3f64815e7a5 +size 2996982344 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" +}