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while-ai
/
retail-concise-4b

Text Generation
PEFT
Safetensors
lora
character-training
voice
style
synthetic-data
while-ai
conversational
Model card Files Files and versions
xet
Community

Instructions to use while-ai/retail-concise-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use while-ai/retail-concise-4b with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507")
    model = PeftModel.from_pretrained(base_model, "while-ai/retail-concise-4b")
  • Notebooks
  • Google Colab
  • Kaggle
retail-concise-4b
148 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 7 commits
whileai's picture
whileai
Rebrand to While AI
d5e648e verified about 9 hours ago
  • .gitattributes
    1.57 kB
    Concise register adapter 1 day ago
  • README.md
    6.75 kB
    Rebrand to While AI about 9 hours ago
  • adapter_config.json
    909 Bytes
    Concise register adapter 1 day ago
  • adapter_model.safetensors
    132 MB
    xet
    Concise register adapter 1 day ago
  • added_tokens.json
    707 Bytes
    Concise register adapter 1 day ago
  • chat_template.jinja
    2.63 kB
    Concise register adapter 1 day ago
  • merges.txt
    1.67 MB
    Concise register adapter 1 day ago
  • special_tokens_map.json
    613 Bytes
    Concise register adapter 1 day ago
  • tokenizer.json
    11.4 MB
    xet
    Concise register adapter 1 day ago
  • tokenizer_config.json
    5.41 kB
    Concise register adapter 1 day ago
  • training_args.bin
    6.16 kB
    xet
    Concise register adapter 1 day ago
  • vocab.json
    2.78 MB
    Concise register adapter 1 day ago