Update README.md

README.md

@@ -4,23 +4,46 @@ language:
 - en
 - de
 - fr
+- zh
 - pt
-- es
-- it
 - nl
 - ru
-- zh
 - ko
+- it
+- es
 metrics:
 - comet
-pipeline_tag: text-generation
+pipeline_tag: translation
 ---
-# Tower-Base-7B-v0.1
+# Model Card for TowerBase-7B-v0.1
+
+## Model Details
+
+### Model Description
+
+TowerBase-7B is a language model that results from continuing the pretraining of Llama 2 on a mix of 20 billion tokens of monolingual data from non-English languages, and bilingual data. TowerBase-7B-v0.1 is the first model in the series. 
+The resulting model shows improved performance on the supported languages, while maintaining Llama's capabilities on English. It is particularly well-suited for fine-tuning on translation and related tasks: check out [TowerInstruct](https://huggingface.co/Unbabel/TowerInstruct-7B-v0.1)
+We will release more details in the upcoming technical report.
+
+- **Developed by:** Unbabel, Instituto Superior Técnico, CentraleSupélec University of Paris-Saclay 
+- **Model type:** A 7B parameter model built on top of Llama 2 by continuing pretraining on multilingual data.
+- **Language(s) (NLP):** English, Portuguese, Spanish, French, German, Dutch, Italian, Korean, Chinese, Russian
+- **License:** CC-BY-NC-4.0
+
+## Intended uses & limitations
+
+The model is intended for research purposes in the 10 languages it supports.
+The model is able to perform well on translation and related tasks (e.g., APE, GEC) on a few-shot regime. 
+It can also be fine-tuned to perform these tasks in a zero-shot fashion (see [TowerInstruct](https://huggingface.co/Unbabel/TowerInstruct-7B-v0.1), as well as other multilingual tasks.
+
+### Out-of-Scope Use
+
+The model is not guaranteed to perform well for languages other than the 10 languages it supports.
 
-## Model Architecture
+## Bias, Risks, and Limitations
 
-## License
+TowerBase-v0.1 has not been aligned to human preferences, so the model may generate problematic outputs (e.g., hallucinations, harmful content, or false statements).  
 
-## Intended Uses
+## Citation 
 
-## Limitations
+To be completed.