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while-ai
/
ecommerce-0.5b

Text Classification
PEFT
Safetensors
English
intent-classification
ecommerce
lora
qlora
function-calling
Model card Files Files and versions
xet
Community
1

Instructions to use while-ai/ecommerce-0.5b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use while-ai/ecommerce-0.5b with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("unsloth/qwen2.5-0.5b-instruct-bnb-4bit")
    model = PeftModel.from_pretrained(base_model, "while-ai/ecommerce-0.5b")
  • Notebooks
  • Google Colab
  • Kaggle
ecommerce-0.5b
51.4 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 19 commits
whileai's picture
whileai
Card: One name (While, whileai SDK), current links (#1)
7d4bbb6 about 7 hours ago
  • .gitattributes
    1.67 kB
    Add canonical results chart 2 months ago
  • 0.5b-v2.png
    127 kB
    xet
    Update chart 2 months ago
  • README.md
    4.93 kB
    Card: One name (While, whileai SDK), current links (#1) about 7 hours ago
  • adapter_config.json
    1.25 kB
    Refresh adapter config 2 months ago
  • adapter_model.safetensors
    35.2 MB
    xet
    Refresh weights 2 months ago
  • added_tokens.json
    605 Bytes
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • chat_template.jinja
    2.51 kB
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • merges.txt
    1.67 MB
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • prompt_template.txt
    4.71 kB
    Ship the system prompt template (identical to the 1B's) 2 months ago
  • rubric_0.5b.png
    120 kB
    xet
    add branded 0.5B chart (frontier reused) 2 months ago
  • special_tokens_map.json
    614 Bytes
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • tokenizer.json
    11.4 MB
    xet
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • tokenizer_config.json
    4.71 kB
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago
  • vocab.json
    2.78 MB
    add 0.5B QLoRA adapter weights + tokenizer 2 months ago