metadata
license: apache-2.0
language:
- en
- hi
- gu
- ta
- bn
- mr
tags:
- sumeru
- education
- ncert
- jee
- neet
- india
pipeline_tag: text-generation
Sumeru-rm
Sumeru-rm (Research Mini) is a compact science and mathematics model from Sumeru AI, purpose-built for the Indian education curriculum: NCERT Classes 6-12 plus JEE and NEET preparation. Subjects: Physics, Chemistry, Biology, Mathematics.
Usage
from transformers import AutoModelForImageTextToText, AutoProcessor
processor = AutoProcessor.from_pretrained("debowd/sumeru-rm", trust_remote_code=True)
model = AutoModelForImageTextToText.from_pretrained(
"debowd/sumeru-rm", trust_remote_code=True, device_map="auto"
)
messages = [{"role": "user", "content": [{"type": "text",
"text": "[Physics | Class 11 | Laws of Motion | Easy]\n\nState Newton's second law."}]}]
text = processor.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)
inputs = processor(None, text, return_tensors="pt").to(model.device)
output = model.generate(**inputs, max_new_tokens=300)
print(processor.tokenizer.decode(output[0], skip_special_tokens=True))
Architecture
- Class:
SumeruForCausalLM - Model type:
sumeru - Loaded via
trust_remote_code=True
License
Apache 2.0. Copyright (c) 2026 Sumeru AI.
Developed by
Sumeru AI — Indian education AI.