Text Generation
PEFT
Safetensors
English
customer-support
fintech
triage
reinforcement-learning
rlvr
lora
qwen3_5
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
Commit History
21 days ago
-
Polish support model card with header, result summary, and recipe links
Karti Tripathibb93681 -
Link support-rl (open-source scorer + recipe) and the models.karti.ai demo
KartiOS9741b58 -
Karti-Small-Support-9B v1: LoRA on Qwen3.5-9B, RL with a code-computed reward (test 0.706 vs base 0.531)
Verified signature52cf9a1