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Model: ghostai1/NewYears1.5b
Source: Original Platform

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README.md

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+---
+license: mit
+language:
+- en
+pipeline_tag: text-generation
+tags:
+- gguf
+- llama.cpp
+- qwen
+- qwen2.5
+- instruct
+- lora
+- roleplay
+- holiday
+- storytelling
+- local-inference
+- quantization
+- ggml
+- llm
+---
+
+# New Years 1.5B (GGUF)
+
+[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
+[![Format: GGUF](https://img.shields.io/badge/Format-GGUF-orange)](#quantized-files)
+[![Runtime: llama.cpp](https://img.shields.io/badge/Runtime-llama.cpp-purple)](https://github.com/ggerganov/llama.cpp)
+[![Base: Qwen2.5-1.5B-Instruct](https://img.shields.io/badge/Base-Qwen2.5--1.5B--Instruct-lightgrey)](#model-details)
+[![Hugging Face](https://img.shields.io/badge/Hugging%20Face-Model-yellow)](https://huggingface.co/ghostai1/NewYears-1_5b)
+[![LinkedIn](https://img.shields.io/badge/LinkedIn-ccengineering-0A66C2?logo=linkedin&logoColor=white)](https://www.linkedin.com/in/ccengineering/)
+
+**New Years 1.5B** is a compact seasonal model fine-tuned for **festive, upbeat, and cozy** text generation.  
+This repository provides **GGUF** builds optimized for **local inference** using the **llama.cpp** ecosystem and compatible runtimes.
+
+**Quick links**
+- Model: https://huggingface.co/ghostai1/NewYears-1_5b
+- Runtime: https://github.com/ggerganov/llama.cpp
+- Author (LinkedIn): https://www.linkedin.com/in/ccengineering/
+
+---
+
+## Overview
+
+This is a **tone/personality-focused** model. It emphasizes celebration, warmth, and “new beginnings” vibe rather than deep reasoning or strict technical accuracy.
+
+Recommended for:
+- Creative writing and short stories
+- New Year / winter-themed roleplay
+- Light conversational assistants
+- Local demos and low-resource systems
+
+Not optimized for:
+- Complex reasoning
+- Factual retrieval
+- Long-horizon planning
+
+---
+
+## Model Details
+
+- **Model name:** New Years 1.5B
+- **Base model:** Qwen2.5-1.5B-Instruct
+- **Fine-tuning:** LoRA (merged)
+- **Parameters:** ~1.5B
+- **Format:** GGUF (llama.cpp compatible)
+- **Language:** English
+- **License:** MIT (base model license applies)
+
+---
+
+## Quantized Files
+
+All files are produced from the same merged model and differ only in quantization.
+
+| File | Quantization | Approx. Size |
+|---|---|---:|
+| `newyears1-5b.TQ1_0.gguf` | TQ1_0 | ~0.35 GB |
+| `newyears1-5b.Q2_K.gguf` | Q2_K | ~0.52 GB |
+| `newyears1-5b.Q3_K_S.gguf` | Q3_K_S | ~0.60 GB |
+| `newyears1-5b.Q3_K_M.gguf` | Q3_K_M | ~0.65 GB |
+| `newyears1-5b.Q4_K_S.gguf` | Q4_K_S | ~0.75 GB |
+| `newyears1-5b.Q4_K_M.gguf` | Q4_K_M | ~0.80 GB |
+| `newyears1-5b.Q5_K_S.gguf` | Q5_K_S | ~0.90 GB |
+| `newyears1-5b.Q5_K_M.gguf` | Q5_K_M | ~0.94 GB |
+| `newyears1-5b.Q6_K.gguf` | Q6_K | ~1.05 GB |
+| `newyears1-5b.Q8_0.gguf` | Q8_0 | ~1.35 GB |
+
+### Recommendations
+
+- **Default (balanced):** `Q4_K_M`
+- **Higher quality:** `Q5_K_M`, `Q6_K`, `Q8_0`
+- **Low RAM systems:** `Q3_K_M`, `Q2_K`
+- **Ultra-low memory (experimental):** `TQ1_0`
+
+---
+
+## Usage (llama.cpp)
+
+### CPU-only
+
+```bash
+./llama-cli \
+  -m newyears1-5b.Q4_K_M.gguf \
+  -ngl 0 \
+  -c 4096 \
+  -p "Write a cozy New Year's Eve story set in a snowy small town, full of hope and new beginnings."

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