Update README.md

README.md

@@ -4,7 +4,7 @@ language:
 - en
 pipeline_tag: text-generation
 base_model:
-- allenai/OLMo2-13B-1124
+- allenai/OLMo-2-13B-1124
 library_name: transformers
 ---
 
@@ -36,7 +36,7 @@ The core models released in this batch include the following:
 - **Model type:** A model trained on a mix of publicly available, synthetic and human-created datasets.
 - **Language(s) (NLP):** Primarily English
 - **License:** Apache 2.0
-- **Finetuned from model:** allenai/OLMo2-13B-1124
+- **Finetuned from model:** allenai/OLMo-2-13B-1124
 
 ### Model Sources
 
@@ -84,7 +84,7 @@ The model has not been trained with a specific system prompt in mind.
 
 ### Bias, Risks, and Limitations
 
-The OLMo2 models have limited safety training, but are not deployed automatically with in-the-loop filtering of responses like ChatGPT, so the model can produce problematic outputs (especially when prompted to do so). 
+The OLMo-2 models have limited safety training, but are not deployed automatically with in-the-loop filtering of responses like ChatGPT, so the model can produce problematic outputs (especially when prompted to do so). 
 See the Falcon 180B model card for an example of this.
 
 
@@ -92,7 +92,7 @@ See the Falcon 180B model card for an example of this.
 
 TODO
 
-## Hyperparamters
+## Hyperparameters
 
 SFT:
 - **Learning Rate**: 1E-5 (7B), 7.5E-06 (13B)
@@ -105,13 +105,13 @@ SFT:
 
 ## License and use
 
-OLMo2 is licensed under the Apache 2.0 license.
-OLMo2 is intended for research and educational use.
+OLMo-2 is licensed under the Apache 2.0 license.
+OLMo-2 is intended for research and educational use.
 For more information, please see our [Responsible Use Guidelines](https://allenai.org/responsible-use).
 
 ## Citation
 
-If OLMo2 or any of the related materials were helpful to your work, please cite:
+If OLMo-2 or any of the related materials were helpful to your work, please cite:
 ```
 TODO
 ```