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KartiOS
/
Karti-Small-Support-9B

Text Generation
PEFT
Safetensors
English
customer-support
fintech
triage
reinforcement-learning
rlvr
lora
qwen3_5
Model card Files Files and versions
xet
Community

Instructions to use KartiOS/Karti-Small-Support-9B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • PEFT

    How to use KartiOS/Karti-Small-Support-9B with PEFT:

    from peft import PeftModel
    from transformers import AutoModelForCausalLM
    
    base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-9B")
    model = PeftModel.from_pretrained(base_model, "KartiOS/Karti-Small-Support-9B")
  • Notebooks
  • Google Colab
  • Kaggle
Karti-Small-Support-9B / prompt
46.3 kB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 1 commit
KartiOS's picture
KartiOS
Karti-Small-Support-9B v1: LoRA on Qwen3.5-9B, RL with a code-computed reward (test 0.706 vs base 0.531)
52cf9a1 verified 5 days ago
  • policies.md
    21.5 kB
    Karti-Small-Support-9B v1: LoRA on Qwen3.5-9B, RL with a code-computed reward (test 0.706 vs base 0.531) 5 days ago
  • system_prompt.txt
    24.7 kB
    Karti-Small-Support-9B v1: LoRA on Qwen3.5-9B, RL with a code-computed reward (test 0.706 vs base 0.531) 5 days ago