README.md

---
license: cc-by-sa-4.0
language:
- ja
tags:
  - japanese
  - causal-lm
  - quantized
inference: false
---

# OpenCALM-7B - 8bit

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/gist/kyo-takano/0c7bf0479158aa137e0ba935dec70461/opencalm-7b-8bit.ipynb)

8-bit quantized version of [OpenCALM-7B by CyberAgent (under CC BY-SA 4.0)](https://huggingface.co/cyberagent/open-calm-7b)

When using this quantized model, please be sure to give credit to the original.

## Setup

```sh
pip install -q -U bitsandbytes
pip install -q -U git+https://github.com/huggingface/transformers.git
pip install -q -U git+https://github.com/huggingface/accelerate.git
```

## Usage

```python
import torch
from transformers import AutoTokenizer, AutoModelForCausalLM

MODEL_ID = "kyo-takano/open-calm-7b-8bit"
model = AutoModelForCausalLM.from_pretrained(MODEL_ID)
tokenizer = AutoTokenizer.from_pretrained(MODEL_ID)

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)
```

## Model Details

- Developed by: CyberAgent, Inc.
- Quantized by: Kyo Takano
- Model type: Transformer-based Language Model
- Language: Japanese
- Library: GPT-NeoX
- License: OpenCALM is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). When using this model, please provide appropriate credit to **CyberAgent, Inc.**