description update

src/about.py

@@ -144,10 +144,18 @@ pip install -e .
 and run benchmark for 0-shot and 5-shot:
 
 ```
-lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate --num_fewshot 0 --device cuda:0 --batch_size 16 --verbosity DEBUG --output_path results/ --log_samples
-lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 0 --device cuda:0 --batch_size 16 --verbosity DEBUG --output_path results/ --log_samples
-lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate_few --num_fewshot 5 --device cuda:0 --batch_size 16 --verbosity DEBUG --output_path results/ --log_samples
-lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 5 --device cuda:0 --batch_size 16 --verbosity DEBUG --output_path results/ --log_samples
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate --num_fewshot 0 --output_path results/ --log_samples
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 0 --output_path results/ --log_samples
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate_few --num_fewshot 5 --output_path results/ --log_samples
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 5 --output_path results/ --log_samples
+```
+
+With chat templates:
+```
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate --num_fewshot 0 --output_path results/ --log_samples --apply_chat_template
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 0 --output_path results/ --log_samples --apply_chat_template
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_generate_few --num_fewshot 5 --output_path results/ --log_samples --apply_chat_template
+lm_eval --model hf --model_args pretrained=speakleash/Bielik-7B-Instruct-v0.1 --tasks polish_mc --num_fewshot 5 --output_path results/ --log_samples --apply_chat_template
 ```
 
 ## List of Polish models