Update README.md

README.md

@@ -17,7 +17,7 @@ Training was done on [Karolina](https://www.it4i.cz/en) cluster.
 # Loss
 Below we 
 - (i) demonstrate the convergence speed of released model (`TINYLLAMA1.2B_cztokenizer64k_align1.7k_tllama1.1B_C2048_lr1e-04_150k`, at 160k step).
-- (ii) justify the contributions of our vocabulary swap method. We swap 1.7K tokens in this run, similarly as for our other models (see [Czech-GPT-2-XL-133k](https://huggingface.co/BUT-FIT/Czech-GPT-2-XL-133k)), by comparing the swapped model with model trained from scratch (using same hyperparameters) `scratch_cztokenizer64k_tllama1.1B_C2048_lr1e-04_150k`.
+- (ii) justify the contributions of our vocabulary swap method by comparing the swapped model with model trained from scratch (using same hyperparameters) `scratch_cztokenizer64k_tllama1.1B_C2048_lr1e-04_150k`. We swap 1.7K tokens in this run, similarly as for our other models (see [Czech-GPT-2-XL-133k](https://huggingface.co/BUT-FIT/Czech-GPT-2-XL-133k))
 
 ## Train Cross-Entropy
 <img src="figures/tllama_train.png" width="900"/>