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README.md
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tags:
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- transformers
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- unsloth
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- llama
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language:
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- ha
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- ig
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- pcm
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- yo
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- sw
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- am
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- so
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- xh
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- ln
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- zu
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- wo
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license: apache-2.0
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tags:
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- africa
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- llama
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- fine-tuned
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- multilingual
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---
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# π³ BaobabAI v0.2
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**Africa's first continental AI model** β built to serve 1.4 billion Africans in their own languages.
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Named after the Baobab tree β the Tree of Life across Africa. Lives 2,000+ years. Feeds entire ecosystems. That is the vision for this model.
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---
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## π What's New in v0.2
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- 3x more training data β 86,604 training pairs
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- 5x more training steps β 500 steps
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- 4 new languages added
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- Training loss improved from 2.81 β 2.07
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- New data sources: Glot500 + CulturaX + Masakhane
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## π Languages Supported
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| Language | Country | Speakers |
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|----------|---------|----------|
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| Hausa | Nigeria/Niger/Chad | 70M+ |
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| Yoruba | Nigeria/Benin/Togo | 45M+ |
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| Igbo | Nigeria | 30M+ |
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| Nigerian Pidgin | West Africa | 75M+ |
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| Swahili | Kenya/Tanzania | 200M+ |
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| Amharic | Ethiopia | 35M+ |
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| Somali | Somalia/Kenya | 20M+ |
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| Xhosa | South Africa | 27M+ |
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| Shona | Zimbabwe | 15M+ |
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| Luganda | Uganda | 8M+ |
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| Lingala | DRC/Congo | 70M+ |
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| Zulu | South Africa | 27M+ |
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| Wolof | Senegal/Gambia | 12M+ |
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| Oromo | Ethiopia/Kenya | 40M+ |
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---
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## π Training Details
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| Parameter | Value |
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|-----------|-------|
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| Base Model | Llama 3.2 3B Instruct |
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| Training pairs | 86,604 |
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| Training steps | 500 |
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| Final loss | 2.07 |
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| Method | QLoRA (r=16) via Unsloth |
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| Hardware | NVIDIA Tesla T4 |
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| Data sources | Masakhane, Glot500, CulturaX |
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---
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## π‘ What BaobabAI Can Do
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- Summarize African news articles in local languages
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- Identify African languages automatically
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- Answer questions about African topics
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- Process Nigerian Pidgin English natively
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- Classify African content by category
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---
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## π§ Quick Start
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = AutoModelForCausalLM.from_pretrained("okaforpascal40/BaobabAI-v0.2")
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tokenizer = AutoTokenizer.from_pretrained("okaforpascal40/BaobabAI-v0.2")
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```
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---
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## πΊοΈ Roadmap
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- v0.3 β 20 languages, 200,000+ training pairs
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- v0.5 β Upgrade to 8B model
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- v1.0 β Live REST API, enterprise ready
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- v2.0 β Continental dominance, 50+ languages
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---
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## π¨πΏβπ» Built By
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**Pascal Okafor Ogbonna**
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Founder & CTO, SabiFlow Technologies Limited
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π Nigeria | github.com/okaforpascal400/BaobabAI
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---
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## π License
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Apache 2.0 β free to use, modify and build on.
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*The tree is planted. The continent will feel its shade.* π³
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