From 1e8e18cfdfebcc0584f5182122030810038d6b93 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 18 Jun 2026 16:50:16 +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: DGurgurov/aya-expanse-8b-mkd_cyrl Source: Original Platform --- .gitattributes | 36 ++++ README.md | 59 ++++++ chat_template.jinja | 1 + config.json | 28 +++ generation_config.json | 7 + model-00001-of-00007.safetensors | 3 + model-00002-of-00007.safetensors | 3 + model-00003-of-00007.safetensors | 3 + model-00004-of-00007.safetensors | 3 + model-00005-of-00007.safetensors | 3 + model-00006-of-00007.safetensors | 3 + model-00007-of-00007.safetensors | 3 + model.safetensors.index.json | 266 +++++++++++++++++++++++++ special_tokens_map.json | 23 +++ tokenizer.json | 3 + tokenizer_config.json | 324 +++++++++++++++++++++++++++++++ 16 files changed, 768 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00007.safetensors create mode 100644 model-00002-of-00007.safetensors create mode 100644 model-00003-of-00007.safetensors create mode 100644 model-00004-of-00007.safetensors create mode 100644 model-00005-of-00007.safetensors create mode 100644 model-00006-of-00007.safetensors create mode 100644 model-00007-of-00007.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json 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 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+*.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..3eb676d --- /dev/null +++ b/README.md @@ -0,0 +1,59 @@ +--- +language: +- mk +license: cc-by-nc-4.0 +base_model: CohereLabs/aya-expanse-8b +tags: +- subnetwork-enhancement +- low-resource +- language-specific +pipeline_tag: text-generation +--- + +# Aya Expanse 8B Mkd_Cyrl + +Language-enhanced Aya-Expanse-8b model for **Macedonian** using sparse subnetwork fine-tuning. + +## Method +- Training approach: Language-specific neuron identification + subnetwork fine-tuning +- Parameters trained: <1% of total model parameters +- Framework: [Language Subnetwork Enhancement](https://github.com/d-gurgurov/Language-Subnetwork-Enhancement-LLMs) + +## Performance +Enhanced monolingual capabilities in Macedonian while preserving multilingual performance. + +## Usage +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +model = AutoModelForCausalLM.from_pretrained("DGurgurov/aya-expanse-8b-mkd_cyrl") +tokenizer = AutoTokenizer.from_pretrained("DGurgurov/aya-expanse-8b-mkd_cyrl") + +prompt = "Your Macedonian prompt here" +inputs = tokenizer(prompt, return_tensors="pt") +outputs = model.generate(**inputs, max_length=100) +print(tokenizer.decode(outputs[0])) +``` + +## Citation +```bibtex +@misc{gurgurov2025sparsesubnetworkenhancement, + title={Sparse Subnetwork Enhancement for Underrepresented Languages in Large Language Models}, + author={Daniil Gurgurov and Josef van Genabith and Simon Ostermann}, + year={2025}, + eprint={2510.13580}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2510.13580} +} + +@misc{gurgurov2025languagearithmeticssystematiclanguage, + title={Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation}, + author={Daniil Gurgurov and Katharina Trinley and Yusser Al Ghussin and Tanja Baeumel and Josef van Genabith and Simon Ostermann}, + year={2025}, + eprint={2507.22608}, + archivePrefix={arXiv}, + primaryClass={cs.CL}, + url={https://arxiv.org/abs/2507.22608}, +} +``` diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..eea053c --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1 @@ +{{ bos_token }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif false == true %}{% set loop_messages = messages %}{% set system_message = 'You are Aya, a brilliant, sophisticated, multilingual AI-assistant trained to assist human users by providing thorough responses. You are able to interact and respond to questions in 23 languages and you are powered by a multilingual model built by Cohere For AI.' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% if system_message != false %}{{ '<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>' + system_message + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|START_OF_TURN_TOKEN|><|USER_TOKEN|>' + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% elif message['role'] == 'assistant' %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>' + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>' }}{% endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..8b73927 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + "architectures": [ + "CohereForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 5, + "dtype": "float32", + "eos_token_id": 255001, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "layer_norm_eps": 1e-05, + "logit_scale": 0.125, + "max_position_embeddings": 8192, + "model_type": "cohere", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pad_token_id": 0, + "rope_scaling": null, + "rope_theta": 10000, + "transformers_version": "4.57.5", + "use_cache": true, + "use_qk_norm": false, + "vocab_size": 256000 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..82fbe59 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,7 @@ +{ + "_from_model_config": true, + "bos_token_id": 5, + 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