From bbd8b9ca991f003a287048bfc21adb917f7b435d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 5 Jun 2026 11:42:16 +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: israel/LLAMA-Walia-II Source: Original Platform --- .gitattributes | 35 ++++ README.md | 82 +++++++++ added_tokens.json | 3 + config.json | 29 +++ generation_config.json | 7 + model-00001-of-00003.safetensors | 3 + model-00002-of-00003.safetensors | 3 + model-00003-of-00003.safetensors | 3 + model.safetensors.index.json | 298 +++++++++++++++++++++++++++++++ special_tokens_map.json | 30 ++++ tokenizer.model | 3 + tokenizer_config.json | 51 ++++++ 12 files changed, 547 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00003.safetensors create mode 100644 model-00002-of-00003.safetensors create mode 100644 model-00003-of-00003.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..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 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-text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5d4216c --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +license: apache-2.0 +datasets: +- EthioNLP/Amharic_Instruction_dataset +- iocuydi/amharic-alpaca +language: +- am +- en +--- +# [Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets](https://aclanthology.org/2024.findings-emnlp.25/) - combined data + + + + +## Model Details + +- Base model: LLaMA-2 +- Fine-tuning method: Supervised fine-tuning (SFT) using LoRA +- Language: Amharic +- Tasks: + - Sentiment analysis + - Question answering + - Named entity recognition + - News classification + - Summarization + - Machine translation + - Poem/story/lyrics generation + - Spelling correction + +## Training Data + +The model was trained on a custom instruction dataset derived from: +- Existing NLP benchmarks (e.g., AfriSenti, AmharicQA, MasakhaNER, MasakhaNews, XL-Sum) +- Manually collected generative datasets (e.g., religious lyrics, stories, poems) +- Translated instruction datasets (e.g., Alpaca, Dolly) + +See [EthioNLP/walia-amharic-instructions](https://huggingface.co/datasets/EthioNLP/walia-amharic-instructions) for the dataset used. + +## Intended Use + +This model is intended for: +- Research on instruction tuning in low-resource languages +- Generative NLP tasks in Amharic +- Evaluating multilingual LLM capabilities + +## Limitations + +- Some generative outputs may be verbose or imprecise. +- Limited understanding of highly specific Amharic poetic or lyrical structures. +- Spell correction and NER performance is still under exploration. + +## Example Usage + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM + +model = AutoModelForCausalLM.from_pretrained("israel/LLAMA-Walia-II") +tokenizer = AutoTokenizer.from_pretrained("israel/LLAMA-Walia-II") + +prompt = "ስለ አማርኛ ቋንቋ መግለጫ አቅርብ።" +inputs = tokenizer(prompt, return_tensors="pt") +outputs = model.generate(**inputs, max_new_tokens=100) +print(tokenizer.decode(outputs[0], skip_special_tokens=True)) +``` + +## Citation + +```bibtex +@inproceedings{azime-etal-2024-walia, + title = "Walia-{LLM}: Enhancing {A}mharic-{LL}a{MA} by Integrating Task-Specific and Generative Datasets", + author = "Azime, Israel Abebe and Tonja, Atnafu Lambebo and Belay, Tadesse Destaw and Fuge, Mitiku Yohannes and Wassie, Aman Kassahun and Jada, Eyasu Shiferaw and Chanie, Yonas and Sewunetie, Walelign Tewabe and Yimam, Seid Muhie", + editor = "Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung", + booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024", + month = nov, + year = "2024", + address = "Miami, Florida, USA", + publisher = "Association for Computational Linguistics", + url = "https://aclanthology.org/2024.findings-emnlp.25/", + doi = "10.18653/v1/2024.findings-emnlp.25", + pages = "432--444" 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