Update README.md

README.md

@@ -8,20 +8,20 @@ base_model:
 library_name: transformers
 ---
 
-<img src="https://allenai.org/olmo/olmo-7b-animation.gif" alt="OLMo Logo" width="800" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
+<img alt="OLMo Logo." src="olmo.png" width="242px">
 
 # OLMo-2-1124-7B-SFT
 
-OLMo-2 7B SFT November 2024 is finetuned variant of the [OLMo-2 7B November 2024](https://huggingface.co/allenai/OLMo2-7B-1124) model, which has undergone supervised finetuning on the [Tülu 3 dataset](https://huggingface.co/datasets/allenai/tulu-3-sft-mixture).
+OLMo 2 7B SFT November 2024 is finetuned variant of the [OLMo 2 7B November 2024](https://huggingface.co/allenai/OLMo2-7B-1124) model, which has undergone supervised finetuning on the [Tülu 3 dataset](https://huggingface.co/datasets/allenai/tulu-3-sft-mixture).
 Tülu 3 is designed for state-of-the-art performance on a diversity of tasks in addition to chat, such as MATH, GSM8K, and IFEval.
-Check out [the OLMo-2 paper](https://TODO) or [Tülu 3 paper](https://arxiv.org/abs/2411.15124) for more details!
+Check out [the OLMo 2 paper](https://TODO) or [Tülu 3 paper](https://arxiv.org/abs/2411.15124) for more details!
 
 OLMo is a series of **O**pen **L**anguage **Mo**dels designed to enable the science of language models. 
 These models are trained on the Dolma dataset. We are releasing all code, checkpoints, logs (coming soon), and associated training details. 
 The core models released in this batch include the following:
 
 
-| **Stage**           | **OLMo-2 7B**                                                                                          | **OLMo-2 7B**                                                                                         |
+| **Stage**           | **OLMo 2 7B**                                                                                          | **OLMo-2 7B**                                                                                         |
 |----------------------|----------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|
 | **Base Model**       | [allenai/OLMo2-7B-1124](https://huggingface.co/allenai/OLMo2-7B-1124)                                | [allenai/OLMo-2-13B-1124](https://huggingface.co/allenai/OLMo-2-13B-1124)                             |
 | **SFT**              | [allenai/OLMo-2-1124-7B-SFT](https://huggingface.co/allenai/OLMo-2-1124-7B-SFT)                | [allenai/OLMo-2-1124-13B-SFT](https://huggingface.co/allenai/OLMo-2-1124-13B-SFT)              |
@@ -84,7 +84,7 @@ The model has not been trained with a specific system prompt in mind.
 
 ### Bias, Risks, and Limitations
 
-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). 
+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.
 
 
@@ -105,13 +105,13 @@ SFT:
 
 ## License and use
 
-OLMo-2 is licensed under the Apache 2.0 license.
-OLMo-2 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 OLMo-2 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
 ```