zen-multilingual/README.md

license, language, tags, pipeline_tag, library_name, base_model

license	language	tags	pipeline_tag	library_name	base_model
apache-2.0	en	zen zenlm hanzo-ai multilingual translation CJK	text-generation	transformers	zenlm/zen-pro

Zen Multilingual

Parameters: 32B | Architecture: Zen 3 Architecture | Context: 128K | License: Apache 2.0 | Released: 2024-12-01

Multilingual generation across 30+ languages: English, Chinese, Japanese, Korean, Arabic, Spanish, French, German, Portuguese, Russian, and more.

Strong at cross-lingual reasoning, code-switching, and multilingual instruction following.

Base weights: zenlm/zen-pro

from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("zenlm/zen-pro", torch_dtype="auto")
tokenizer = AutoTokenizer.from_pretrained("zenlm/zen-pro")
messages = [{"role": "user", "content": "Your domain-specific prompt here"}]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt").to(model.device)
output = model.generate(**inputs, max_new_tokens=1024)
print(tokenizer.decode(output[0][inputs.input_ids.shape[-1]:], skip_special_tokens=True))

---

The Zen LM Family

Joint research between Hanzo AI (Techstars '17), Zoo Labs Foundation (501c3), and Lux Partners Limited.

All weights Apache 2.0. Download, run locally, fine-tune, deploy commercially.

HuggingFace · Chat · API · Docs