metadata
language:
- kok
tags:
- konkani
- goa
- causal-lm
- text-generation
license: mit
Gonyai-TEO2 — Konkani Language Model
Gonyai (गोण्याय) is a Konkani AI assistant trained on Goan culture, history, and the Konkani language (Goan dialect, Devanagari script).
Quick Start
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "omdeep22/Gonyai-teo2"
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained(
model_id, trust_remote_code=True).to("cuda")
response = model.chat(tokenizer, "गोंयच्या निसर्गाविशीं एक कविता बरय.")
print(response)
Multi-turn Conversation
messages = [
{"role": "user", "content": "गोंयचें फेमस जेवण कितें?"},
{"role": "assistant", "content": "शित-कडी, मासळें कालवण, बेबिंका आनी सोलकडी."},
{"role": "user", "content": "बेबिंका कशी करतात?"},
]
response = model.chat(tokenizer, messages)
print(response)
Reading Comprehension / RAG
passage = "गोंयांत काजूची लागवड खूब जाता. काजूपासून फेणी तयार करतात."
question = "काजूपासून कितें तयार करतात?"
prompt = f"हो उतारो वाच:\n\n{passage}\n\nप्रस्न: {question}"
response = model.chat(tokenizer, prompt)
print(response) # → "फेणी"
Parameters
| Architecture | KonkanGPT (RoPE + RMSNorm + SwiGLU) |
| Parameters | ~251M |
| Layers | 24 transformer blocks |
| Context | 4096 tokens |
| Vocabulary | 32,000 (custom Konkani BPE) |
| Language | Konkani, Goan dialect, Devanagari |