commit 91a6f8aced1e5149e0594fc58c6bafea6556dff2 Author: ModelHub XC Date: Wed Aug 19 15:29:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: large-traversaal/Alif-1.0-8B-Instruct Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2f448b5 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,54 @@ +*.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 +unsloth.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.F16.gguf filter=lfs diff=lfs merge=lfs -text +large-traversaal/Alif-Llama-3.1-8B-Instruct filter=lfs diff=lfs merge=lfs -text +model-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +model-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +model-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +model-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +model-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +model-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +model-f16.gguf filter=lfs diff=lfs merge=lfs -text +result1.jpg filter=lfs diff=lfs merge=lfs -text +result2.jpg filter=lfs diff=lfs merge=lfs -text +model.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..cb378ea --- /dev/null +++ b/README.md @@ -0,0 +1,107 @@ +--- +base_model: unsloth/Meta-Llama-3.1-8B +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +license: apache-2.0 +language: +- en +- ur +--- + + +# Model Card for Alif 1.0 8B Instruct + +**Alif 1.0 8B Instruct** is an open-source model with highly advanced multilingual reasoning capabilities. It utilizes human refined multilingual synthetic data paired with reasoning to enhance cultural nuance and reasoning capabilities in english and urdu languages. + +- **Developed by:** large-traversaal +- **License:** apache-2.0 +- **Base model:** unsloth/Meta-Llama-3.1-8B +- **Model:** Alif-1.0-8B-Instruct +- **Model Size:** 8 billion parameters + +This model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. + + +### How to Use Alif 1.0 8B Instruct + +Install the transformers, bitsandbytes libraries and load Alif 1.0 8B Instruct as follows: + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline +import torch +from transformers import BitsAndBytesConfig + +model_id = "large-traversaal/Alif-1.0-8B-Instruct" + +# 4-bit quantization configuration +quantization_config = BitsAndBytesConfig( + load_in_4bit=True, + bnb_4bit_compute_dtype=torch.float16, + bnb_4bit_use_double_quant=True, + bnb_4bit_quant_type="nf4" +) + +# Load tokenizer and model in 4-bit +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained( + model_id, + quantization_config=quantization_config, + device_map="auto" +) + +# Create text generation pipeline +chatbot = pipeline("text-generation", model=model, tokenizer=tokenizer, device_map="auto") + +# Function to chat +def chat(message): + response = chatbot(message, max_new_tokens=100, do_sample=True, temperature=0.3) + return response[0]["generated_text"] + +# Example chat +user_input = "شہر کراچی کی کیا اہمیت ہے؟" +bot_response = chat(user_input) + +print(bot_response) + +``` + +You can also try out this model using [TextStreamer](https://colab.research.google.com/drive/1mEPynC__uN2tKDvDho3f6MpcKW-GMiAh?usp=sharing) or [Gradio](https://colab.research.google.com/drive/1DUwlYBOMUd7FZaI631-y6y8fTNiy0pqt?usp=sharing) in Colab. It is also available in GGUF with various quantized formats for Ollama, LM Studio, Jan, and Llama.cpp. + + +## Model Details + +**Input**: Models input text only. + +**Output**: Models generate text only. + +**Model Architecture**: Alif 1.0 8B Instruct is an auto-regressive language model that uses an optimized transformer architecture. Post-training includes continuous pretraining and supervised finetuning. + +For more details about how the model was trained, check out [our blogpost](https://blog.traversaal.ai/announcing-alif-1-0-our-first-urdu-llm-outperforming-other-open-source-llms/). + + +### Evaluation +We evaluated Alif 1.0 8B Instruct against Gemma 2 9B, Llama 3.1 8B, Mistral Nemo 12B, Qwen 2.5 7B and Cohere Aya Expanse 8B using the human annotated Urdu evaluation dataset and scores are determined using gpt-4o as a judge. + + + + + +### Citation +```bash +@article{ShafiqueAlif2025, + title = {Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation}, + author = {Muhammad Ali Shafique and Kanwal Mehreen and Muhammad Arham and Maaz Amjad and Sabur Butt and Hamza Farooq}, + journal = {arXiv preprint arXiv:2510.09051}, + year = {2025}, + url = {https://arxiv.org/abs/2510.09051} +} +``` + +### Model Card Contact + +For errors or additional questions about details in this model card, 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