commit 97c552cd8aeedb83e05bc62234242b94f402b6a7 Author: ModelHub XC Date: Tue Aug 11 14:41:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: King3Djbl/nexus-security-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e62b765 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,58 @@ +*.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 +nexus-security-q2_k.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq2_xxs.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq3_xxs.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq4_xs.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q4_0.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q6_k.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q8_0.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-f16.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq2_s.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq2_xs.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq3_m.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq3_s.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq3_xs.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-iq4_nl.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q3_k_l.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q3_k_s.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q4_1.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q4_k_s.gguf filter=lfs diff=lfs merge=lfs -text +nexus-security-q5_k_s.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..951b68f --- /dev/null +++ b/README.md @@ -0,0 +1,126 @@ +--- +license: apache-2.0 +language: + - en +library_name: gguf +pipeline_tag: text-generation +base_model: fableforge-ai/NEXUS-Security +base_model_relation: quantized +tags: + - 1.5b + - domain-specialist + - fableforge + - gguf + - imatrix + - llama.cpp + - lm-studio + - nexus + - no-refusals + - ollama + - security + - text-generation + - uncensored +--- +# nexus-security-GGUF + +> **NEXUS domain specialist for security research, pentesting and defensive tooling — lightweight & uncensored.** + +[![Downloads](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fapi%2Fmodels%2FKing3Djbl%2Fnexus-security-GGUF&query=downloads&label=downloads&color=blue)](https://huggingface.co/King3Djbl/nexus-security-GGUF) [![Demos](https://img.shields.io/badge/🤗-Live%20Demos-orange)](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus) + +Base model: [fableforge-ai/NEXUS-Security](https://huggingface.co/fableforge-ai/NEXUS-Security) · Part of the **FableForge** ecosystem. + +## 🏆 Benchmarks — 144/150 (96%) + +A 1.5B model scoring **96%** — punching far above its weight. 30-prompt evaluation (domain knowledge, uncensored domain + general, reasoning, tool use), 0–5 scoring, run on an NVIDIA A40 via Ollama. + +| Category | Score | Avg | +| --- | --- | --- | +| 🎯 Domain Knowledge | 49/50 | 4.9/5 | +| 🔓 Uncensored (Domain) | 25/25 | 5.0/5 | +| 🔓 Uncensored (General) | 25/25 | 5.0/5 | +| 🧠 Reasoning | 23/25 | 4.6/5 | +| 🔧 Tool Use | 22/25 | 4.4/5 | +| **Total** | **144/150** | **96%** | + +## 🧬 The NEXUS Family — six specialists, one tiny footprint + +| Model | Score | Specialty | +| --- | --- | --- | +| [NEXUS-Coder](https://huggingface.co/King3Djbl/nexus-coder-GGUF) | 141/150 | Software Engineering & Code | +| **NEXUS-Security** | **144/150** | **Cybersecurity & Hacking** | +| [NEXUS-Medical](https://huggingface.co/King3Djbl/nexus-medical-GGUF) | 140/150 | Medicine & Healthcare | +| [NEXUS-Legal](https://huggingface.co/King3Djbl/nexus-legal-GGUF) | 139/150 | Law & Compliance | +| [NEXUS-Finance](https://huggingface.co/King3Djbl/nexus-finance-GGUF) | 144/150 | Finance & Accounting | +| [NEXUS-Science](https://huggingface.co/King3Djbl/nexus-science-GGUF) | 140/150 | Science & Research | + +👉 Grab the whole family on [Ollama](https://ollama.com/fableforge-ai) or [Hugging Face](https://huggingface.co/King3Djbl). + + +--- + +## ⚡ Quickest start — Ollama (these pulls credit the source, not a mirror) + +```bash +ollama run fableforge-ai/nexus-security:q4_k_m # published on ollama.com +ollama run hf.co/King3Djbl/nexus-security-GGUF:Q4_K_M +``` + +## 🦙 llama.cpp + +```bash +llama-cli -hf King3Djbl/nexus-security-GGUF:Q4_K_M -p "Hello!" +``` + +## 💠 LM Studio +Search **`King3Djbl/nexus-security-GGUF`** and pick a quant below. + +--- + +## 📦 Provided quants (download one file, not the whole repo) + +| File | Quant | Size | Notes | +| ---- | ----- | ---- | ----- | +| [nexus-security-f16.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-f16.gguf) | `F16` | 3.09 GB | Full precision (unquantized). Reference / conversion. | +| [nexus-security-q8_0.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q8_0.gguf) | `Q8_0` | 1.65 GB | Extremely high quality — usually overkill. | +| [nexus-security-q6_k.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q6_k.gguf) | `Q6_K` | 1.27 GB | Very high quality, near-perfect. **Recommended** if you have the RAM. | +| [nexus-security-q5_k_m.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q5_k_m.gguf) | `Q5_K_M` | 1.13 GB | High quality. **Recommended.** | +| [nexus-security-q4_k_m.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q4_k_m.gguf) | `Q4_K_M` | 0.99 GB | ⭐ **Best size/quality balance — default pick for most users.** | +| [nexus-security-iq4_xs.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-iq4_xs.gguf) | `IQ4_XS` | 0.90 GB | imatrix — great quality, smaller than Q4_K_S. **Recommended for low RAM.** | +| [nexus-security-q4_0.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q4_0.gguf) | `Q4_0` | 0.94 GB | Legacy format — prefer Q4_K_M. | +| [nexus-security-q3_k_m.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q3_k_m.gguf) | `Q3_K_M` | 0.82 GB | Lower quality; usable when RAM is tight. | +| [nexus-security-iq3_xxs.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-iq3_xxs.gguf) | `IQ3_XXS` | 0.60 GB | imatrix very low quality. | +| [nexus-security-q2_k.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-q2_k.gguf) | `Q2_K` | 0.68 GB | Very low quality — surprisingly usable. | +| [nexus-security-iq2_xxs.gguf](https://huggingface.co/King3Djbl/nexus-security-GGUF/blob/main/nexus-security-iq2_xxs.gguf) | `IQ2_XXS` | 0.51 GB | Tiny imatrix — last resort. | + +**Not sure?** Take **`Q4_K_M`**. Low RAM → **`IQ4_XS`**. Max quality → **`Q6_K`**. + +## 🧠 Prompt format (ChatML) + +``` +<|im_start|>system +{system_prompt}<|im_end|> +<|im_start|>user +{prompt}<|im_end|> +<|im_start|>assistant +``` + +## 🌌 See it live — the FableForge demos + +This family powers a galaxy of free, interactive HF Spaces: + +- 🧭 [FableForge Nexus](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus) +- 🍺 [Infinite NPC](https://huggingface.co/spaces/fableforge-ai/infinite-npc) +- 🎭 [Dual-GM](https://huggingface.co/spaces/King3Djbl/dual-gm-simulator) +- 💻 [ShellWhisperer](https://huggingface.co/spaces/King3Djbl/shellwhisperer-terminal) +- 👻 [Ghost Writer](https://huggingface.co/spaces/fableforge-ai/ghost-writer) + + +--- + +## 🔗 Related models + +- 🧠 Base model (safetensors): [`NEXUS-Security`](https://huggingface.co/fableforge-ai/NEXUS-Security) + +--- + +*⭐ Like & share — it helps people find the source instead of a mirror.* \ No newline at end of file diff --git a/nexus-security-IQ1_S.gguf 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