README.md

---
license: apache-2.0
tags:
- moe
- arabic
- art
- coding
---

# Mtrini-Tellus-1.0-32B
Mtrini-Tellus-1.0-32B is Compiwer AI's flagship 32B open-weight model, engineered for advanced software development, complex reasoning, and long-context performance.

Context Window: 128K tokens

Core Focus: Code generation, architecture design, and rigorous chain-of-thought logic.

Architecture: Built as part of the re-engineered Mtrini model family by Compiwer AI (CEO Ayham Habbad), optimized to deliver enterprise-grade performance at an accessible 32B scale.

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "CompiwerAI/Mtrini-Tellus-1.0-32B"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
```