Open Calm Large

🚀 OpenCALM-Large

OpenCALM is a suite of decoder - only language models pre - trained on Japanese datasets, developed by CyberAgent, Inc.

🚀 Quick Start

OpenCALM is a decoder - only language model pre - trained on Japanese datasets, developed by CyberAgent, Inc. It offers high - quality language processing capabilities for Japanese text.

💻 Usage Examples

Basic Usage

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("cyberagent/open-calm-large", device_map="auto", torch_dtype=torch.float16)
tokenizer = AutoTokenizer.from_pretrained("cyberagent/open-calm-large")

inputs = tokenizer("AIによって私達の暮らしは、", return_tensors="pt").to(model.device)
with torch.no_grad():
    tokens = model.generate(
        **inputs,
        max_new_tokens=64,
        do_sample=True,
        temperature=0.7,
        top_p=0.9,
        repetition_penalty=1.05,
        pad_token_id=tokenizer.pad_token_id,
    )
    
output = tokenizer.decode(tokens[0], skip_special_tokens=True)
print(output)

📚 Documentation

Model Details

Training Dataset

• Wikipedia (ja)
• Common Crawl (ja)

Author

Ryosuke Ishigami

Citations

@software{gpt - neox - library,
  title = {{GPT - NeoX: Large Scale Autoregressive Language Modeling in PyTorch}},
  author = {Andonian, Alex and Anthony, Quentin and Biderman, Stella and Black, Sid and Gali, Preetham and Gao, Leo and Hallahan, Eric and Levy - Kramer, Josh and Leahy, Connor and Nestler, Lucas and Parker, Kip and Pieler, Michael and Purohit, Shivanshu and Songz, Tri and Phil, Wang and Weinbach, Samuel},
  url = {https://www.github.com/eleutherai/gpt - neox},
  doi = {10.5281/zenodo.5879544},
  month = {8},
  year = {2021},
  version = {0.0.1},
}

📄 License

OpenCALM is licensed under the Creative Commons Attribution - ShareAlike 4.0 International License ([CC BY - SA 4.0](https://creativecommons.org/licenses/by - sa/4.0/)). When using this model, please provide appropriate credit to CyberAgent, Inc.

• Example (en): This model is a fine - tuned version of OpenCALM - XX developed by CyberAgent, Inc. The original model is released under the CC BY - SA 4.0 license, and this model is also released under the same CC BY - SA 4.0 license. For more information, please visit: https://creativecommons.org/licenses/by - sa/4.0/