初始化项目,由ModelHub XC社区提供模型
Model: abeja/ABEJA-Qwen2.5-7b-Japanese-v0.1 Source: Original Platform
This commit is contained in:
71
README.md
Normal file
71
README.md
Normal file
@@ -0,0 +1,71 @@
|
||||
---
|
||||
library_name: transformers
|
||||
license: apache-2.0
|
||||
language:
|
||||
- ja
|
||||
base_model:
|
||||
- Qwen/Qwen2.5-7B-Instruct
|
||||
pipeline_tag: text-generation
|
||||
---
|
||||
## ABEJA-Qwen2.5-7b-Japanese-v0.1
|
||||
|
||||
ABEJA-Qwen2.5-7b-Japanese-v0.1はQwen/Qwen2.5-7B-Instructをベースに日本語の学習をしたモデルです。
|
||||
通常の継続事前学習ではなく、abeja/ABEJA-Qwen2.5-32b-Japanese-v0.1をベースに蒸留学習を実施したモデルです。
|
||||
Post-Traningは実施しておらず、ChatVector(Qwen/Qwen2.5-7B-InstructとQwen/Qwen2.5-7B の差分ベクトル)により指示追従性能をあげています。
|
||||
|
||||
詳細はABEJAのテックブログを参照してください。
|
||||
|
||||
|
||||
|
||||
## 使い方
|
||||
|
||||
```Python
|
||||
import torch
|
||||
from transformers import AutoModelForCausalLM, AutoTokenizer
|
||||
|
||||
model_name = "abeja/ABEJA-Qwen2.5-7b-Japanese-v0.1"
|
||||
|
||||
model = AutoModelForCausalLM.from_pretrained(
|
||||
model_name,
|
||||
torch_dtype="auto",
|
||||
device_map="auto"
|
||||
)
|
||||
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
||||
|
||||
prompt = "人とAIが協調するためには?"
|
||||
messages = [
|
||||
{"role": "system", "content": "You are Qwen, created by Alibaba Cloud. You are a helpful assistant."},
|
||||
{"role": "user", "content": prompt}
|
||||
]
|
||||
text = tokenizer.apply_chat_template(
|
||||
messages,
|
||||
tokenize=False,
|
||||
add_generation_prompt=True
|
||||
)
|
||||
model_inputs = tokenizer([text], return_tensors="pt").to(model.device)
|
||||
|
||||
generated_ids = model.generate(
|
||||
**model_inputs,
|
||||
max_new_tokens=512
|
||||
)
|
||||
generated_ids = [
|
||||
output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
|
||||
]
|
||||
|
||||
response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
|
||||
|
||||
print(response)
|
||||
```
|
||||
|
||||
## 開発者
|
||||
|
||||
- Hiroshi Kiyota
|
||||
- Keisuke Fujimoto
|
||||
- Kentaro Nakanishi
|
||||
- Kyo Hattori
|
||||
- Shinya Otani
|
||||
- Shogo Muranushi
|
||||
- Takuma Kume
|
||||
- Tomoki Manabe
|
||||
|
||||
(*)アルファベット順
|
||||
Reference in New Issue
Block a user