updates

README.md

@@ -1,22 +1,31 @@
----
-base_model: unsloth/llama-3-8b-bnb-4bit
-language:
-- en
-license: apache-2.0
-tags:
-- text-generation-inference
-- transformers
-- unsloth
-- llama
-- trl
----
-
-# Uploaded  model
-
-- **Developed by:** Dimeltech
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
-
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
-
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+# Tenezis-8b: Multilingual Model for Africa
+
+## Overview
+
+Tenezis-8b is an artificial intelligence model developed by Dimeltech, specifically designed to include and value African languages. This model is based on `unsloth/llama-3-8b-bnb-4bit` and has been fine-tuned for fast and efficient text generation.
+
+## Features
+
+- **Base Model:** `unsloth/llama-3-8b-bnb-4bit`
+- **Number of Parameters:** 8 billion
+- **License:** Apache 2.0
+- **Supported Languages:** English, Zulu, Wolof, Swahili, Hausa, Amharic, Yoruba, Xhosa, Shona, and Arabic.
+- **Technologies Used:**
+  - [Unsloth](https://github.com/unslothai/unsloth) for rapid training optimization
+  - [Transformers](https://huggingface.co/transformers/) by Hugging Face for language model management
+  - [TRL (Transformers Reinforcement Learning)](https://github.com/huggingface/trl) for reinforcement fine-tuning
+
+## Developed by Dimeltech
+
+Dimeltech is a company dedicated to technological innovation and digital inclusion, with a particular focus on Africa. Our mission is to make artificial intelligence technologies accessible and beneficial to everyone.
+
+## License
+
+This model is distributed under the Apache 2.0 license, allowing for flexible and open use while ensuring transparency and collaborative development.
+
+## Contribution and Support
+
+We encourage community contributions to enhance and expand the capabilities of Tenezis-8b. For more information on contributing, please refer to our [contribution guide](https://github.com/dimeltech/tenezis-8b/contributing).
+
+For any support or questions, please contact our team via our [GitHub page](https://github.com/dimeltech/tenezis-8b) or through our [community forum](https://community.dimeltech.com).
+