From a6e15e01bcc536d609799b047a8bdd97e3ec17ed Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 3 Jun 2026 05:44:12 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: sbintuitions/sarashina2.2-0.5b-instruct-v0.1 Source: Original Platform --- .gitattributes | 47 +++++++++ LICENSE | 21 ++++ README.md | 80 +++++++++++++++ config.json | 29 ++++++ configuration.json | 1 + generation_config.json | 8 ++ model-00001-of-00001.safetensors | 3 + model.safetensors.index.json | 1 + special_tokens_map.json | 51 +++++++++ tokenizer.model | 3 + tokenizer_config.json | 171 +++++++++++++++++++++++++++++++ 11 files changed, 415 insertions(+) create mode 100644 .gitattributes create mode 100644 LICENSE create mode 100644 README.md create mode 100644 config.json create mode 100644 configuration.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00001.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..6830591 --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2025 SB Intuitions + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..656c15f --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +license: mit +language: +- ja +pipeline_tag: text-generation +base_model: + - sbintuitions/sarashina2.2-0.5b +--- + +# sbintuitions/sarashina2.2-0.5b-instruct-v0.1 + +## Model Summary + +This repository provides Japanese language models trained by [SB Intuitions](https://www.sbintuitions.co.jp/). + +## Model Details + +- Model type: Autoregressive Language Model +- Language(s): Japanese + +## Evaluation in Japanese and English Tasks + +| Model | Elyza-tasks-100 | Japanese MT Bench | English MT Bench | +| ------------------------------------------------------------------------------------------------- | --------------- | ----------------- | ---------------- | +| [Qwen/Qwen2.5-0.5B-instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) | 1.53 | 2.95 | 4.98 | +| **sarashina2.2-0.5B-instruct-v0.1** | **2.38** | **4.55** | **5.09** | +| | | | | +| [Rakuten/RakutenAI-2.0-mini-instruct](https://huggingface.co/Rakuten/RakutenAI-2.0-mini-instruct) | 2.41 | 4.49 | 5.13 | +| [SakanaAI/TinySwallow-1.5B-Instruct](https://huggingface.co/SakanaAI/TinySwallow-1.5B-Instruct) | 2.81 | **5.24** | 6.31 | +| [Qwen/Qwen2.5-1.5B-instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct) | 2.28 | 4.06 | **6.99** | +| [llm-jp/llm-jp-3-1.8b-instruct3](https://huggingface.co/llm-jp/llm-jp-3-1.8b-instruct3) | 2.53 | 4.62 | 4.83 | +| **sarashina2.2-1B-instruct-v0.1** | **2.88** | 5.09 | 6.46 | +| | | | | +| [google/gemma-2-2b-jpn-it](https://huggingface.co/google/gemma-2-2b-jpn-it) | 3.02 | 5.19 | 7.56 | +| [Qwen/Qwen2.5-3B-instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) | 2.99 | 5.68 | **7.88** | +| [llm-jp/llm-jp-3-3.7b-instruct3](https://huggingface.co/llm-jp/llm-jp-3-3.7b-instruct3) | 2.79 | 4.98 | 5.44 | +| **sarashina2.2-3B-instruct-v0.1** | **3.75** | **6.51** | 7.71 | + +## How to Use + +```python +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline, set_seed + +# モデルのロード +model_name = "sbintuitions/sarashina2.2-0.5b-instruct-v0.1" +model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto") +tokenizer = AutoTokenizer.from_pretrained(model_name) +chat_pipeline = pipeline("text-generation", model=model, tokenizer=tokenizer) +set_seed(123) + +# ユーザーの入力 +user_input = [{"role": "user", "content": "こんにちは。あなたの名前を教えて"}] + +# モデルによる応答生成 +responses = chat_pipeline( + user_input, + max_length=50, + do_sample=True, + num_return_sequences=3, +) + +# 応答を表示 +for i, response in enumerate(responses, 1): + print(f"Response {i}: {response['generated_text']}") + +# Response 1: [{'role': 'user', 'content': 'こんにちは。あなたの名前を教えて'}, {'role': 'assistant', 'content': 'Sarashina2と言います。本日のご要件を教えて下さい。'}] +# Response 2: [{'role': 'user', 'content': 'こんにちは。あなたの名前を教えて'}, {'role': 'assistant', 'content': 'こんにちは！私の名前はSarashina2です。今日はどうしましたか？'}] +# Response 3: [{'role': 'user', 'content': 'こんにちは。あなたの名前を教えて'}, {'role': 'assistant', 'content': 'Sarashina2と言います。本日のご要件を教えて下さい。'}] +``` + +## Limitations + +This model has limited safety training. +Therefore, it might generate some meaningless sequences, some inaccurate instances, or biased/objectionable outputs. +Before using it, we would like developers to tune models based on human preferences and safety considerations. + +## License + +MIT License diff --git a/config.json b/config.json new file mode 100644 index 0000000..bb7e2bd --- /dev/null +++ b/config.json @@ -0,0 +1,29 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + 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