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pfox1995
/
pest-detector-runpod

Image-Text-to-Text
PEFT
Safetensors
Korean
lora
vision
image-classification
vision-language
korean
pest-detection
agriculture
qwen
qwen3.5
unsloth
multimodal
runpod
conversational
Model card Files Files and versions
xet
Community

Instructions to use pfox1995/pest-detector-runpod with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use pfox1995/pest-detector-runpod with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3.5-9B")
    model = PeftModel.from_pretrained(base_model, "pfox1995/pest-detector-runpod")
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps
  • Unsloth Studio new

    How to use pfox1995/pest-detector-runpod with Unsloth Studio:

    Install Unsloth Studio (macOS, Linux, WSL)
    curl -fsSL https://unsloth.ai/install.sh | sh
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for pfox1995/pest-detector-runpod to start chatting
    Install Unsloth Studio (Windows)
    irm https://unsloth.ai/install.ps1 | iex
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for pfox1995/pest-detector-runpod to start chatting
    Using HuggingFace Spaces for Unsloth
    # No setup required
    # Open https://huggingface.co/spaces/unsloth/studio in your browser
    # Search for pfox1995/pest-detector-runpod to start chatting
    Load model with FastModel
    pip install unsloth
    from unsloth import FastModel
    model, tokenizer = FastModel.from_pretrained(
        model_name="pfox1995/pest-detector-runpod",
        max_seq_length=2048,
    )
pest-detector-runpod / evaluation
207 kB
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  • 1 contributor
History: 3 commits
pfox1995's picture
pfox1995
Revert "feat: add Cloudflare Tunnel stage for stable pest.farmos.biz URL across pod restarts"
73b87dd 20 days ago
  • confusion_matrix.png
    92 kB
    Revert "feat: add Cloudflare Tunnel stage for stable pest.farmos.biz URL across pod restarts" 20 days ago
  • confusion_matrix_row_normalized.png
    108 kB
    xet
    Revert "feat: add Cloudflare Tunnel stage for stable pest.farmos.biz URL across pod restarts" 20 days ago
  • metrics.json
    7.63 kB
    Revert "feat: add Cloudflare Tunnel stage for stable pest.farmos.biz URL across pod restarts" 20 days ago