Update README.md

README.md

@@ -347,15 +347,16 @@ model-index:
       verified: true
       verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWI2NjVlYjgwYWJiMjcyMDUzMzEwNDNjZTMxMDM0MjAzMzk1ZmIwY2Q1ZDQ2Y2M5NDBlMDEzYzFkNWEyNzJmNiIsInZlcnNpb24iOjF9.iZ1Iy7FuWL4GH7LS5EylVj5eZRC3L2ZsbYQapAkMNzR_VXPoMGvoM69Hp-kU7gW55tmz2V4Qxhvoz9cM8fciBA
 ---
-# LED-Based Summarization Model (Large): Condensing Extensive Information
+# led-large-book-summary
 
 <a href="https://colab.research.google.com/gist/pszemraj/3eba944ddc9fc9a4a1bfb21e83b57620/summarization-token-batching.ipynb">
   <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
 </a>
 
-This model is a fine-tuned version of [allenai/led-large-16384](https://huggingface.co/allenai/led-large-16384) on the `BookSum` dataset. It aims to generalize well and be useful in summarizing lengthy text for both academic and everyday purposes. Capable of handling up to 16,384 tokens per batch, this model provides effective summarization of large volumes of text.
+This model is a fine-tuned version of [allenai/led-large-16384](https://huggingface.co/allenai/led-large-16384) on the `BookSum` dataset (`kmfoda/booksum`). It aims to generalize well and be useful in summarizing lengthy text for both academic and everyday purposes. 
 
- - See the Colab demo linked above or try the [demo on Spaces](https://huggingface.co/spaces/pszemraj/summarize-long-text)
+- Handles up to 16,384 tokens input
+- See the Colab demo linked above or try the [demo on Spaces](https://huggingface.co/spaces/pszemraj/summarize-long-text)
 
 > **Note:** Due to inference API timeout constraints, outputs may be truncated before the fully summary is returned (try python or the demo)
 
@@ -466,6 +467,7 @@ For detailed explanations and documentation, check the [README](https://github.c
 
 Check out these other related models, also trained on the BookSum dataset:
 
+- [LED-large continued](https://huggingface.co/pszemraj/led-large-book-summary-continued) - experiment with further fine-tuning
 - [Long-T5-tglobal-base](https://huggingface.co/pszemraj/long-t5-tglobal-base-16384-book-summary)
 - [BigBird-Pegasus-Large-K](https://huggingface.co/pszemraj/bigbird-pegasus-large-K-booksum)
 - [Pegasus-X-Large](https://huggingface.co/pszemraj/pegasus-x-large-book-summary)