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PinkPixel/Purlie-2B-GGUF

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face
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<p align="center"> <img src="logo.png" width="300" height="300" alt="Purlie-2B Logo"> </p>

✨ Purlie-2B GGUF: The Crochet Translation Model ✨

This repository contains GGUF quantizations of Purlie-2B, a specialized multimodal vision-language model fine-tuned for the crochet community. It excels at translating Vietnamese crochet patterns into standard English terminology and can extract pattern instructions directly from images.

Original Model: PinkPixel/Purlie-2B

📦 Available GGUF Files

File NameSizeDescription
Purlie-2B.BF16.gguf3.6 GBOriginal BFloat16 precision (Recommended for accuracy)
Purlie-2B.F16.gguf3.6 GBstandard Float16 precision
Purlie-2B.Q8_0.gguf1.9 GB8-bit quantization (High quality, lower VRAM)
Purlie-2B.Q6_K.gguf1.5 GB6-bit quantization
Purlie-2B.Q5_K_M.gguf1.4 GB5-bit quantization (Balanced)
Purlie-2B.Q4_K_M.gguf1.2 GB4-bit quantization (Optimized for speed/size)
Purlie-2B.Q3_K_M.gguf1.1 GB3-bit quantization
Purlie-2B.Q2_K_L.gguf1.1 GB2-bit quantization (Lowest VRAM)
Purlie-2B.BF16-mmproj.gguf641 MBMultimodal projector (Required for vision tasks)

🚀 Key Features

  • —🇻🇳 Vietnamese to 🇺🇸 English Translation: Translates technical crochet terms and abbreviations.
  • —🖼️ Image-to-Pattern Extraction: Recognizes crochet patterns within images and converts them to structured text.
  • —🧶 Technical Expertise: Understands specific techniques like BLO, FLO, MR, and complex stitch combinations.
  • —💻 Local Inference: Use with llama.cpp, LM Studio, Jan, or other GGUF-compatible runners.

📊 Example Usage

Text Translation (Vietnamese to English)

Prompt:

Dịch đoạn mã móc len sau sang tiếng Anh: Hàng 1: MR, 6 mũi móc đơn (6) Hàng 2: 6 mũi tăng (12) Hàng 3: (1 mũi móc đơn, 1 mũi tăng) x 6 (18)

Purlie-2B Response:

Row 1: MR, 6 single crochet (6) Row 2: 6 increase (12) Row 3: (1 single crochet, 1 increase) x 6 (18)

🛠️ How to Use with llama.cpp

To run the vision capabilities, you need both the main model and the mmproj file:

bash
./llama-qwen2-vl-cli \
    -m Purlie-2B.Q4_K_M.gguf \
    --mmproj Purlie-2B.BF16-mmproj.gguf \
    --image pattern_test_image.jpg \
    -p "Dịch sơ đồ móc len trong ảnh sang tiếng Anh chuẩn."

📜 License

This model is licensed under the Apache 2.0 License. See the LICENSE file for details.

💖 Credits & Support

Made with ❤️ by Pink Pixel

Dream it, Pixel it ✨