Update README.md

README.md

@@ -55,7 +55,6 @@ This model uses [T5-small model](https://huggingface.co/t5-small) as its base mo
 ## ✋ Intended Uses & Limitations
 ### 🛑 Limitations
 * Only works for English documents.
-* For a custom model, please consult the training notebook for more information (link incoming).
 * Sometimes the output doesn't make any sense.
 
 ### ❓ How To Use
@@ -127,8 +126,6 @@ print(keyphrases)
 You can find more information in the [paper](https://arxiv.org/abs/1911.02671). 
 
 ## 👷‍♂️ Training Procedure
-For more in detail information, you can take a look at the [training notebook]().
-
 ### Training Parameters
 
 | Parameter | Value |
@@ -230,8 +227,5 @@ Abstractive keyphrases
 |:-----------------:|:-----:|:-----:|:-----:|:------:|:-----:|:-------:|:-----:|:-----:|:-----:|:--------:|:--------:|:---------:|
 | OpenKP Test Set   | 0.001 | 0.003 | 0.001 | 0.0004 | 0.004 | 0.0007  | 0.001 | 0.04  | 0.002 | 7.56e-e5 | 7.56e-e5 | 7.56e-e5  | 
 
-
-For more information on the evaluation process, you can take a look at the keyphrase extraction evaluation notebook.
-
 ## 🚨 Issues
 Please feel free to start discussions in the Community Tab.