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RhodWeo
/
GIS-Coder-7B

Text Generation
PEFT
Safetensors
English
code
gis
geospatial
geopandas
shapely
rasterio
osmnx
folium
lora
trl
sft
conversational
Model card Files Files and versions
xet
Community

Instructions to use RhodWeo/GIS-Coder-7B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use RhodWeo/GIS-Coder-7B with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-0.5B-Instruct")
    model = PeftModel.from_pretrained(base_model, "RhodWeo/GIS-Coder-7B")
  • Notebooks
  • Google Colab
  • Kaggle
GIS-Coder-7B
58.2 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 11 commits
RhodWeo's picture
RhodWeo
Update README with full training package documentation
ad4257a verified 2 months ago
  • final
    Model save 2 months ago
  • .gitattributes
    1.57 kB
    Training in progress, epoch 1 2 months ago
  • README.md
    3.16 kB
    Update README with full training package documentation 2 months ago
  • TRAINING_README.md
    5.72 kB
    Add TRAINING_README.md 2 months ago
  • adapter_config.json
    1.11 kB
    Training in progress, epoch 1 2 months ago
  • adapter_model.safetensors
    17.6 MB
    xet
    Training in progress, epoch 3 2 months ago
  • chat_template.jinja
    2.51 kB
    Training in progress, epoch 1 2 months ago
  • evaluate.py
    11.3 kB
    Add evaluate.py 2 months ago
  • requirements.txt
    211 Bytes
    Add requirements.txt 2 months ago
  • tokenizer.json
    11.4 MB
    xet
    Training in progress, epoch 1 2 months ago
  • tokenizer_config.json
    693 Bytes
    Training in progress, epoch 1 2 months ago
  • train_7b.py
    9.01 kB
    Add train_7b.py 2 months ago
  • training_args.bin

    Detected Pickle imports (10)

    • "accelerate.utils.dataclasses.DistributedType",
    • "trl.trainer.sft_config.SFTConfig",
    • "transformers.training_args.OptimizerNames",
    • "transformers.trainer_utils.SaveStrategy",
    • "accelerate.state.PartialState",
    • "transformers.trainer_pt_utils.AcceleratorConfig",
    • "transformers.trainer_utils.HubStrategy",
    • "torch.device",
    • "transformers.trainer_utils.SchedulerType",
    • "transformers.trainer_utils.IntervalStrategy"

    How to fix it?

    5.78 kB
    xet
    Training in progress, epoch 1 2 months ago