File size: 1,429 Bytes
2765b5c 4048ea2 2765b5c 4048ea2 2765b5c 4048ea2 2765b5c 4048ea2 2765b5c 4048ea2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 | ---
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
```python
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](https://huggingface.co/debowd) — Indian education AI.
|