Update src/display/about.py

src/display/about.py

@@ -40,20 +40,19 @@ LLM_BENCHMARKS_TEXT = f"""
 ## How it works
 
 ## Reproducibility
-To reproduce my results, here is the commands you can run:
 
 I use LM-Evaluation-Harness-Turkish, a version of the LM Evaluation Harness adapted for Turkish datasets, to ensure our leaderboard results are both reliable and replicable. Please see https://github.com/malhajar17/lm-evaluation-harness_turkish for more information
 
 ## How to Reproduce Results:
 
-### 1) Set Up the repo: Clone the "lm-evaluation-harness_turkish" @ https://github.com/malhajar17/lm-evaluation-harness_turkish and follow the installation instructions.
-### 2) Run Evaluations: To get the results as on the leaderboard (Some tests might show small variations), use the following command, adjusting for your model. For example, with the Trendyol model:
+# 1) Set Up the repo: Clone the "lm-evaluation-harness_turkish" from https://github.com/malhajar17/lm-evaluation-harness_turkish and follow the installation instructions.
+# 2) Run Evaluations: To get the results as on the leaderboard (Some tests might show small variations), use the following command, adjusting for your model. For example, with the Trendyol model:
 ```python
 lm_eval --model vllm --model_args pretrained=Trendyol/Trendyol-LLM-7b-chat-v1.0 --tasks truthfulqa_mc2_tr,truthfulqa_mc1_tr,mmlu_tr,winogrande_tr,gsm8k_tr,arc_challenge_tr,hellaswag_tr --output /workspace/Trendyol-LLM-7b-chat-v1.0
 ```
-### 3) Report Results: I take the average of truthfulqa_mc1_tr and truthfulqa_mc2_tr scores and report it as truthfulqa. The results file generated is then uploaded to the OpenLLM Turkish Leaderboard.
+# 3) Report Results: I take the average of truthfulqa_mc1_tr and truthfulqa_mc2_tr scores and report it as truthfulqa. The results file generated is then uploaded to the OpenLLM Turkish Leaderboard.
 
-Notes:
+## Notes:
 
 - I currently use "vllm" which might differ slightly as per the LM Evaluation Harness.
 - All the tests are using "acc" as metric, with a plan to migrate to "acc_norm" for "ARC" and "Hellaswag" soon.