From 1f5a980d633c27636ef2bd7d57122f13318a2ef6 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 2 Jul 2026 03:18:16 +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: Metin/gemma-2b-tr-inst Source: Original Platform --- .gitattributes | 36 +++++++ README.md | 71 +++++++++++++ config.json | 28 +++++ generation_config.json | 8 ++ pytorch_model-00001-of-00002.bin | 3 + pytorch_model-00002-of-00002.bin | 3 + pytorch_model.bin.index.json | 172 +++++++++++++++++++++++++++++++ special_tokens_map.json | 30 ++++++ tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 49 +++++++++ 11 files changed, 406 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 pytorch_model-00001-of-00002.bin create mode 100644 pytorch_model-00002-of-00002.bin create mode 100644 pytorch_model.bin.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt 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 +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz 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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip 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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ae84c4f --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +license: cc-by-nc-4.0 +language: +- tr +--- + +# Model Card for Model ID + + + +gemma-2b-tr fine-tuned with Turkish Instruction-Response pairs. + +## Model Details + +### Model Description + + + +- **Language(s) (NLP):** Turkish, English +- **License:** Creative Commons Attribution Non Commercial 4.0 +- **Finetuned from model [optional]:** gemma-2b-tr (https://huggingface.co/Metin/gemma-2b-tr) + + +## Uses + +The model is designed for Turkish instruction following and question answering. Its current response quality is limited, likely due to the small instruction set and model size. It is not recommended for real-world applications at this stage. + +## Restrictions + +Gemma is provided under and subject to the Gemma Terms of Use found at ai.google.dev/gemma/terms +Please refer to the gemma use restrictions before start using the model. +https://ai.google.dev/gemma/terms#3.2-use + +## How to Get Started with the Model + +```Python +from transformers import AutoTokenizer, AutoModelForCausalLM + +tokenizer = AutoTokenizer.from_pretrained("Metin/gemma-2b-tr-inst") +model = AutoModelForCausalLM.from_pretrained("Metin/gemma-2b-tr-inst") + +system_prompt = "You are a helpful assistant. Always reply in Turkish." +instruction = "Ankara hangi ülkenin başkentidir?" +prompt = f"{system_prompt} [INST] {instruction} [/INST]" +input_ids = tokenizer(prompt, return_tensors="pt") + +outputs = model.generate(**input_ids) +print(tokenizer.decode(outputs[0])) +``` + +As it can be seen from the above example instructions should be framed within the following structure: + +SYSTEM_PROMPT [INST] \ [/INST] + +## Training Details + +### Training Data + +- Dataset: Turkish instructions from the Aya dataset (https://huggingface.co/datasets/CohereForAI/aya_dataset) +- Dataset size: ~550K Token or ~5K instruction-response pair. + +### Training Procedure + +#### Training Hyperparameters + +- **Adapter:** QLoRA +- **Epochs:** 1 +- **Context length:** 1024 +- **LoRA Rank:** 32 +- **LoRA Alpha:** 32 +- **LoRA Dropout:** 0.05 \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..300c385 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + 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