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danfe-nepali-2b
danfe-ai/danfe-nepali-2b
danfe-nepali-2b is a machine learning model from danfe-ai. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Nepal's first open-source AI model for 17+ languages.
Access
Public
Updated Mar 9, 2026
Repo size
72.4 MB
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Mar 9, 2026
- Updated
- Mar 9, 2026
- SHA
- c51125f4
Base models
Model card
From the Hugging Face model README
Danfe AI — Nepal Language Model
Nepal's first open-source AI model for 17+ languages.
Model Details
- Base Model: HuggingFaceTB/SmolLM2-1.7B-Instruct
- Method: QLoRA (4-bit quantization + LoRA rank 16)
- Training Data: Nepali Wikipedia + curated Nepal knowledge
- Languages: Nepali, English, Maithili, Doteli, Bajhangi, Achhami, +11 more
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
base = AutoModelForCausalLM.from_pretrained("HuggingFaceTB/SmolLM2-1.7B-Instruct")
model = PeftModel.from_pretrained(base, "danfe-ai/danfe-nepali-2b")
tokenizer = AutoTokenizer.from_pretrained("danfe-ai/danfe-nepali-2b")
Part of Danfe AI Ecosystem
- Chat UI, Translation, Speech, OCR
- Crowdsource training platform
- Focus on Sudurpashchim languages (Doteli, Bajhangi, Achhami)
Built with love for Nepal.
- License
- apache-2.0
- Languages
- ne, en, mai
- Created
- Mar 9, 2026
- Updated
- Mar 9, 2026