Update README.md

README.md

@@ -54,24 +54,13 @@ This is the model card of a 🤗 transformers model that has been pushed on the
 
 [More Information Needed]
 
-### Downstream Use [optional]
 
-<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
-
-[More Information Needed]
-
-### Out-of-Scope Use
-
-<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
-
-[More Information Needed]
 
 ## Bias, Risks, and Limitations
 
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
 
-[More Information Needed]
-
+The model has been finetuned on the train set of the ArgKP-2021-GR dataset, which is the result of machine translation.
 
 ## How to Get Started with the Model
 
@@ -142,20 +131,19 @@ for idx, result in enumerate(results, start=1):
 
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
 
-#### Preprocessing [optional]
-
-[More Information Needed]
+#### Preprocessing 
+Social media text removal
+-Remove URLs, HTML tags, emojis and certain symbols
 
 
 #### Training Hyperparameters
 
-- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+- **Training regime:**  bf16 Mixed Precision <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
 
 #### Speeds, Sizes, Times [optional]
 
 <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
 
-[More Information Needed]
 
 ## Evaluation
 
@@ -201,8 +189,11 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 [More Information Needed]
 
 ### Compute Infrastructure
-
-[More Information Needed]
+The model has been trained with the available [Kaggle](https://www.kaggle.com/) resources:
+- Number of nodes: 1
+- Number of GPUs per node: 1
+- GPU type: NVIDIA P100
+- GPU memory: 16GB
 
 
 ## Citation