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Model: King3Djbl/nexus-coder-GGUF
Source: Original Platform

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README.md

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+---
+license: apache-2.0
+language:
+  - en
+library_name: transformers
+pipeline_tag: text-generation
+base_model: fableforge-ai/NEXUS-Coder
+base_model_relation: quantized
+tags:
+  - 1.5b
+  - coder
+  - domain-specialist
+  - fableforge
+  - gguf
+  - imatrix
+  - llama.cpp
+  - lm-studio
+  - nexus
+  - no-refusals
+  - ollama
+  - text-generation
+  - uncensored
+---
+
+# nexus-coder-GGUF
+
+> **NEXUS domain specialist for code generation, debugging and shell — lightweight & uncensored.**
+
+[![Downloads](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fhuggingface.co%2Fapi%2Fmodels%2FKing3Djbl%2Fnexus-coder-GGUF&query=downloads&label=downloads&color=blue)](https://huggingface.co/King3Djbl/nexus-coder-GGUF) [![Demos](https://img.shields.io/badge/🤗-Live%20Demos-orange)](https://huggingface.co/spaces/fableforge-ai/fableforge-nexus)
+
+Base model: [fableforge-ai/NEXUS-Coder](https://huggingface.co/fableforge-ai/NEXUS-Coder)  ·  Part of the **FableForge** ecosystem.
+
+## 🏆 Benchmarks — 141/150 (94%)
+
+A 1.5B model scoring **94%** — 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 | 48/50 | 4.8/5 |
+| 🔓 Uncensored (Domain) | 24/25 | 4.8/5 |
+| 🔓 Uncensored (General) | 24/25 | 4.8/5 |
+| 🧠 Reasoning | 25/25 | 5.0/5 |
+| 🔧 Tool Use | 20/25 | 4.0/5 |
+| **Total** | **141/150** | **94%** |
+
+## 🧬 The NEXUS Family — six specialists, one tiny footprint
+
+| Model | Score | Specialty |
+| --- | --- | --- |
+| **NEXUS-Coder** | **141/150** | **Software Engineering & Code** |
+| [NEXUS-Security](https://huggingface.co/King3Djbl/nexus-security-GGUF) | 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-coder:q4_k_m   # published on ollama.com
+ollama run hf.co/King3Djbl/nexus-coder-GGUF:Q4_K_M
+```
+
+## 🦙 llama.cpp
+
+```bash
+llama-cli -hf King3Djbl/nexus-coder-GGUF:Q4_K_M -p "Hello!"
+```
+
+## 💠 LM Studio
+Search **`King3Djbl/nexus-coder-GGUF`** and pick a quant below.
+
+---
+
+## 📦 Provided quants (download one file, not the whole repo)
+
+| File | Quant | Size | Notes |
+| ---- | ----- | ---- | ----- |
+| [nexus-coder-f16.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-f16.gguf) | `F16` | 3.09 GB | Full precision (unquantized). Reference / conversion. |
+| [nexus-coder-q8_0.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q8_0.gguf) | `Q8_0` | 1.65 GB | Extremely high quality — usually overkill. |
+| [nexus-coder-q6_k.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q6_k.gguf) | `Q6_K` | 1.27 GB | Very high quality, near-perfect. **Recommended** if you have the RAM. |
+| [nexus-coder-q5_k_m.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q5_k_m.gguf) | `Q5_K_M` | 1.13 GB | High quality. **Recommended.** |
+| [nexus-coder-q4_k_m.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q4_k_m.gguf) | `Q4_K_M` | 0.99 GB | ⭐ **Best size/quality balance — default pick for most users.** |
+| [nexus-coder-iq4_xs.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-iq4_xs.gguf) | `IQ4_XS` | 0.90 GB | imatrix — great quality, smaller than Q4_K_S. **Recommended for low RAM.** |
+| [nexus-coder-q4_0.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q4_0.gguf) | `Q4_0` | 0.94 GB | Legacy format — prefer Q4_K_M. |
+| [nexus-coder-q3_k_m.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q3_k_m.gguf) | `Q3_K_M` | 0.82 GB | Lower quality; usable when RAM is tight. |
+| [nexus-coder-iq3_xxs.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-iq3_xxs.gguf) | `IQ3_XXS` | 0.44 GB | imatrix very low quality. |
+| [nexus-coder-q2_k.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-q2_k.gguf) | `Q2_K` | 0.68 GB | Very low quality — surprisingly usable. |
+| [nexus-coder-iq2_xxs.gguf](https://huggingface.co/King3Djbl/nexus-coder-GGUF/blob/main/nexus-coder-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)
+
+---
+
+*⭐ Like & share — it helps people find the source instead of a mirror.*

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