From 3af470de98a7c97ab9e3cc6dc59516d5cc9e3b00 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 20 Jun 2026 08:15:12 +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: llm-jp/llm-jp-3-980m Source: Original Platform --- .gitattributes | 50 +++++++++++++++ README.md | 136 ++++++++++++++++++++++++++++++++++++++++ config.json | 29 +++++++++ configuration.json | 1 + generation_config.json | 6 ++ model.safetensors | 3 + special_tokens_map.json | 10 +++ tokenizer.json | 3 + tokenizer_config.json | 18 ++++++ 9 files changed, 256 insertions(+) create mode 100644 .gitattributes 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.safetensors create 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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 + +tokenizer.json filter=lfs diff=lfs merge=lfs -text +model.safetensors filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..0e62b40 --- /dev/null +++ b/README.md @@ -0,0 +1,136 @@ +--- +license: apache-2.0 +language: +- en +- ja +programming_language: + - C + - C++ + - C# + - Go + - Java + - JavaScript + - Lua + - PHP + - Python + - Ruby + - Rust + - Scala + - TypeScript +pipeline_tag: text-generation +library_name: transformers +inference: false +--- + +# llm-jp-3-980m + +LLM-jp-3 is the series of large language models developed by the [Research and Development Center for Large Language Models](https://llmc.nii.ac.jp/) at the [National Institute of Informatics](https://www.nii.ac.jp/en/). + +This repository provides **llm-jp-3-980m** model. +For an overview of the LLM-jp-3 models across different parameter sizes, please refer to: + - [LLM-jp-3 Pre-trained Models](https://huggingface.co/collections/llm-jp/llm-jp-3-pre-trained-models-672c6096472b65839d76a1fa) + - [LLM-jp-3 Fine-tuned Models](https://huggingface.co/collections/llm-jp/llm-jp-3-fine-tuned-models-672c621db852a01eae939731). + + +Checkpoints format: Hugging Face Transformers + +## Required Libraries and Their Versions + +- torch>=2.3.0 +- transformers>=4.40.1 +- tokenizers>=0.19.1 +- accelerate>=0.29.3 +- flash-attn>=2.5.8 + +## Usage + +```python +import torch +from transformers import AutoTokenizer, AutoModelForCausalLM +tokenizer = AutoTokenizer.from_pretrained("llm-jp/llm-jp-3-980m") +model = AutoModelForCausalLM.from_pretrained("llm-jp/llm-jp-3-980m", device_map="auto", torch_dtype=torch.bfloat16) +text = "自然言語処理とは何か" +tokenized_input = tokenizer.encode(text, add_special_tokens=False, return_tensors="pt").to(model.device) +with torch.no_grad(): + output = model.generate( + tokenized_input, + max_new_tokens=100, + do_sample=True, + top_p=0.95, + temperature=0.7, + repetition_penalty=1.05, + )[0] +print(tokenizer.decode(output)) +``` + +## Model Details + +- **Model type:** Transformer-based Language Model +- **Total seen tokens:** 2.1T + +|Params|Layers|Hidden size|Heads|Context length|Embedding parameters|Non-embedding parameters| +|:---:|:---:|:---:|:---:|:---:|:---:|:---:| +|150M|12|512|8|4096|101,874,688|50,344,448| +|440M|16|1024|8|4096|203,749,376|243,303,424| +|980M|20|1536|8|4096|305,624,064|684,258,816| +|1.8b|24|2048|16|4096|407,498,752|1,459,718,144| +|3.7b|28|3072|24|4096|611,248,128|3,171,068,928| +|7.2b|32|4096|32|4096|814,997,504|6,476,271,616| +|13b|40|5120|40|4096|1,018,746,880|12,688,184,320| +|172b|96|12288|96|4096|2,444,992,512|169,947,181,056| + +## Tokenizer + +The tokenizer of this model is based on [huggingface/tokenizers](https://github.com/huggingface/tokenizers) Unigram byte-fallback model. +The vocabulary entries were converted from [`llm-jp-tokenizer v3.0`](https://github.com/llm-jp/llm-jp-tokenizer/releases/tag/v3.0b2). +Please refer to [README.md](https://github.com/llm-jp/llm-jp-tokenizer) of `llm-jp-tokenizer` for details on the vocabulary construction procedure (the pure SentencePiece training does not reproduce our vocabulary). + +## Datasets + +### Pre-training + +The models have been pre-trained using a blend of the following datasets. + +| Language | Dataset | Tokens| +|:---|:---|---:| +|Japanese|[Wikipedia](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|2.6B +||[Common Crawl](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|762.8B +||[WARP/PDF](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|237.3B +||[WARP/HTML](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|2.7B +||[Kaken](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|1.8B +|English|[Wikipedia](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|4.7B +||[Dolma/CC-head](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|608.5B +||[Dolma/C4](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|181.6B +||[Dolma/Reddit](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|83.1B +||[Dolma/PeS2o](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|62.9B +||[Dolma/Gutenberg](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|5.5B +||[Dolma/Wiki](https://gitlab.llm-jp.nii.ac.jp/datasets/llm-jp-corpus-v3)|3.9B +|Code|[The Stack](https://huggingface.co/datasets/bigcode/the-stack)|114.1B +|Chinese|[Wikipedia](https://huggingface.co/datasets/bigcode/the-stack)|0.8B +|Korean|[Wikipedia](https://huggingface.co/datasets/bigcode/the-stack)|0.3B + +## Evaluation + +Detailed evaluation results are reported in this [blog](https://llm-jp.nii.ac.jp/blog/2025/02/05/instruct3.html). + + +## Risks and Limitations + +The models released here are in the early stages of our research and development and have not been tuned to ensure outputs align with human intent and safety considerations. + + +## Send Questions to + +llm-jp(at)nii.ac.jp + + +## License + +[Apache License, Version 2.0](https://www.apache.org/licenses/LICENSE-2.0) + + +## Model Card Authors + +*The names are listed in alphabetical order.* + +Hirokazu Kiyomaru and Takashi Kodama. \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..0759d07 --- /dev/null +++ b/config.json @@ -0,0 +1,29 @@ +{ + "_name_or_path": "None", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 1536, + "initializer_range": 0.02, + 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