metadata

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

OpenCALM-7B - 8bit

8-bit quantized version of OpenCALM-7B by CyberAgent (under CC BY-SA 4.0)

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

Setup

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

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.