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.

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Model tree for danfe-ai/danfe-nepali-2b

Base model

HuggingFaceTB/SmolLM2-1.7B

Quantized

HuggingFaceTB/SmolLM2-1.7B-Instruct

Finetuned

(111)

this model