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Model: alfredplpl/gemma-2b-it-ja-poc Source: Original Platform
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README.md
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---
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language:
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- ja
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- en
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license: other
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library_name: transformers
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license_name: gemma-terms-of-use
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license_link: https://www.kaggle.com/models/google/gemma/license/consent
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---
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# Note
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このモデルはマージに失敗してバグっているため、[こちら](https://huggingface.co/alfredplpl/gemma-2b-it-ja-poc-2)をおすすめします。
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[Google Colab](https://colab.research.google.com/drive/1X3_0hjV0uuRiC_yvKTe4_XJCMOTK2iLN?usp=sharing)
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# Usage
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```python
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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# トークナイザーとモデルの準備
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tokenizer = AutoTokenizer.from_pretrained(
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"alfredplpl/gemma-2b-it-ja-poc"
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)
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model = AutoModelForCausalLM.from_pretrained(
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"alfredplpl/gemma-2b-it-ja-poc"
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)
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# プロンプトの準備
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prompt="""
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あなたは親切なアシスタントです。英語は喋らず、日本語だけ喋ってください。
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<start_of_turn>user
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人生で大切なことはなんですか?<end_of_turn>
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<start_of_turn>model"""
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# 推論の実行
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input_ids = tokenizer(prompt, return_tensors="pt").to(model.device)
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outputs = model.generate(
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**input_ids,
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max_new_tokens=128,
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do_sample=True,
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top_p=0.95,
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temperature=0.2,
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repetition_penalty=1.1,
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)
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print(tokenizer.decode(outputs[0]))
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```
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## Result
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```bash
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<bos>
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あなたは親切なアシスタントです。英語は喋らず、日本語だけ喋ってください。
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<start_of_turn>user
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人生で大切なことはなんですか?<end_of_turn>
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<start_of_turn>model
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人生で大切なことはたくさんある。しかし、最も重要なのは、愛する人を大切にし、その人と幸せになることだ。<end_of_turn>
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<eos>
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```
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# Chat Templete
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```bash
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<bos>
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{{system prompt}}
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<start_of_turn>user
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{{prompt}}<end_of_turn>
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<start_of_turn>model
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{{response}}<end_of_turn>
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<eos>
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```
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# Base model
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- free-ai-ltd/ja-aozora-wikipedia-gemmba-2b (private)
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# Dataset for Instruct tuning
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- llm-jp/databricks-dolly-15k-ja
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- llm-jp/oasst1-21k-ja
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- kunishou/oasst1-chat-44k-ja
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- kunishou/oasst2-chat-68k-ja
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- kunishou/cnn-dailymail-27k-ja
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- kunishou/databricks-dolly-69k-ja-en-translation
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- kunishou/databricks-dolly-15k-ja
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# How to make this model
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- [LoRA](https://gist.github.com/alfredplpl/e20cad036c151f38645a1abc87f56a2f)
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adapter_config.json
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"peft_type": "LORA",
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"target_modules": [
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"q_proj",
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"k_proj",
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"down_proj",
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"up_proj",
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"gate_proj",
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"v_proj",
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"o_proj"
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"task_type": "CAUSAL_LM"
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}
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"_name_or_path": "alfredplpl/gemma-2b-it-ja-poc",
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"vocab_size": 256000
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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||||||
|
}
|
||||||
|
}
|
||||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
"single_word": false
|
||||||
|
}
|
||||||
|
}
|
||||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:a1a87426aaf7b7c4e131486b52f7337537cf29684613f8a5571f7cd6f20c9109
|
||||||
|
size 17477547
|
||||||
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:61a7b147390c64585d6c3543dd6fc636906c9af3865a5548f27f31aee1d4c8e2
|
||||||
|
size 4241003
|
||||||
50
tokenizer_config.json
Normal file
50
tokenizer_config.json
Normal file
@@ -0,0 +1,50 @@
|
|||||||
|
{
|
||||||
|
"add_bos_token": true,
|
||||||
|
"add_eos_token": false,
|
||||||
|
"added_tokens_decoder": {
|
||||||
|
"0": {
|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
"special": true
|
||||||
|
},
|
||||||
|
"1": {
|
||||||
|
"content": "<eos>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false,
|
||||||
|
"special": true
|
||||||
|
},
|
||||||
|
"2": {
|
||||||
|
"content": "<bos>",
|
||||||
|
"lstrip": false,
|
||||||
|
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|
||||||
|
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|
||||||
|
"single_word": false,
|
||||||
|
"special": true
|
||||||
|
},
|
||||||
|
"3": {
|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
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|
||||||
|
"special": true
|
||||||
|
}
|
||||||
|
},
|
||||||
|
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|
||||||
|
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|
||||||
|
"eos_token": "<eos>",
|
||||||
|
"legacy": null,
|
||||||
|
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|
||||||
|
"pad_token": "<pad>",
|
||||||
|
"sp_model_kwargs": {},
|
||||||
|
"spaces_between_special_tokens": false,
|
||||||
|
"tokenizer_class": "GemmaTokenizer",
|
||||||
|
"unk_token": "<unk>",
|
||||||
|
"use_default_system_prompt": false,
|
||||||
|
"use_fast": true
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user