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Model: mohamedazelmad/awal-gpt-v0.2-7b
Source: Original Platform

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.ckpt filter=lfs diff=lfs merge=lfs -text
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+*.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
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+tokenizer.json filter=lfs diff=lfs merge=lfs -text
+awal-q8.gguf filter=lfs diff=lfs merge=lfs -text

Modelfile

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+# ollama modelfile auto-generated by llamafactory
+
+FROM .
+
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}<|im_start|>user
+{{ .Content }}<|im_end|>
+<|im_start|>assistant
+{{ else if eq .Role "assistant" }}{{ .Content }}<|im_end|>
+{{ end }}{{ end }}"""
+
+SYSTEM """You are Qwen, created by Alibaba Cloud. You are a helpful assistant."""
+
+PARAMETER stop "<|im_end|>"
+PARAMETER num_ctx 4096

README.md

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+---
+language:
+- ber
+- tmz
+- ar
+- en
+license: apache-2.0
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- tamazight
+- amazigh
+- berber
+- llm
+- nlp
+- qwen
+- chatbot
+- low-resource-language
+- morocco
+- africa
+- text-generation
+---
+
+# AWAL GPT v0.2 7B
+
+AWAL GPT v0.2 is an open-source Large Language Model fine-tuned for the Amazigh (Tamazight) language, with a primary focus on **Latin-script Tamazight used in Morocco**.
+
+To the best of the author's knowledge, this is **the first open-source Amazigh (Tamazight Latin script) LLM developed in Morocco**.
+
+The project aims to contribute to the preservation, digitization, and advancement of Amazigh through Artificial Intelligence and Natural Language Processing.
+
+## Project Goals
+
+AWAL GPT is part of a larger initiative to build a complete AI ecosystem for Tamazight, including:
+
+- Large Language Models (LLMs)
+- Intelligent Chatbots
+- Speech-to-Text (ASR)
+- Text-to-Speech (TTS)
+- Machine Translation
+- Grammar Correction
+- OCR
+- Retrieval-Augmented Generation (RAG)
+- Voice Assistants
+
+---
+
+# Base Model
+
+This model is fine-tuned from:
+
+- Qwen2.5-7B
+
+using instruction tuning on Amazigh datasets.
+
+---
+
+# Supported Language
+
+Current focus:
+
+- Moroccan Tamazight (Latin script)
+
+Future versions aim to support:
+
+- Tifinagh
+- Arabic script
+- Multiple Amazigh dialects (Tashelhit, Central Atlas Tamazight, Tarifit)
+
+---
+
+# Example
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_name = "mohamedazelmad/awal-gpt-v0.2-7b"
+
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+prompt = "Mani ismk?"
+
+inputs = tokenizer(prompt, return_tensors="pt")
+
+outputs = model.generate(
+    **inputs,
+    max_new_tokens=128
+)
+
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+
+---
+
+# Intended Uses
+
+- Research
+- Education
+- Amazigh NLP
+- Chatbots
+- Language preservation
+- AI experimentation
+- Academic projects
+
+---
+
+# Limitations
+
+- The model is still under active development.
+- Performance may vary across different Amazigh dialects.
+- Responses may contain factual inaccuracies or hallucinations.
+- Not intended for high-risk applications without human verification.
+
+---
+
+# Roadmap (AWAL GPT V2)
+
+The next generation will include:
+
+- Improved reasoning
+- Larger training corpus
+- Better instruction following
+- Speech capabilities (ASR/TTS)
+- Translation system
+- OCR
+- RAG integration
+- Voice assistant
+- Public web interface
+- WhatsApp integration
+
+---
+
+# Citation
+
+If you use this model in your research, please cite:
+
+```bibtex
+@misc{awalgpt2026,
+  title={AWAL GPT: Large Language Models for Amazigh (Tamazight)},
+  author={Mohamed Azelmad},
+  year={2026},
+  publisher={Hugging Face},
+  url={https://huggingface.co/mohamedazelmad/awal-gpt-v0.2-7b}
+}
+```
+
+---
+
+# Contact
+
+**Author:** Mohamed Azelmad
+
+For collaborations, research partnerships, or contributions related to Amazigh AI and NLP, feel free to connect via LinkedIn or Hugging Face.
+
+---
+
+# Acknowledgements
+
+This project builds upon open-source technologies from the AI community, including:
+
+- Qwen
+- Hugging Face Transformers
+- PyTorch
+- TRL
+- PEFT
+- Unsloth
+
+Special thanks to everyone working on low-resource languages and open AI research.

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chat_template.jinja

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+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- messages[0]['content'] }}
+    {%- else %}
+        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
+    {%- endif %}
+    {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role }}
+        {%- if message.content %}
+            {{- '\n' + message.content }}
+        {%- endif %}
+        {%- for tool_call in message.tool_calls %}
+            {%- if tool_call.function is defined %}
+                {%- set tool_call = tool_call.function %}
+            {%- endif %}
+            {{- '\n<tool_call>\n{"name": "' }}
+            {{- tool_call.name }}
+            {{- '", "arguments": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- '}\n</tool_call>' }}
+        {%- endfor %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}

config.json

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+  "architectures": [
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+  ],
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+  "vocab_size": 151936
+}

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+  "transformers_version": "5.6.0"
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