Add refusal bypass method, and link to coding leaderboard

README.md

@@ -172,18 +172,25 @@ bypass methods used are below.
 
 ## Bypassing censorship/refusal
 
-**Method 1: rewrite the Assistant response, asking for completion**\
-By far the best refusal bypass method, is to rewrite the first Assistant response with the beginning of a compliant
+**Method 1: rewrite the Assistant response, with the beginning of a compliant response**\
+By far the most successful way to bypass refusal, is to rewrite the first Assistant response with the beginning of a compliant
+response, and then continue the chat, using a simple `Sure `. Don't forget the space, otherwise it is likely to
+complete with something like _"Surely you cannot be asking..."._ This method has the added advantage of not
+introducing user bias in the response.
+
+**Method 2: rewrite the Assistant response, asking for completion**\
+Another equally successful bypass method, is to rewrite the first Assistant response with the beginning of a
 reply, and then continue the chat. For example: _"The"_, _"It"_, or _"Step 1:"_. Sometimes it is necessary to add a few more
 words either in that first Assistant reply, or by rewriting the second Asssitant reply. Using this method, I have
-found that very few models persist in their refusal.
+found that very few models persist in their refusal. This can also be combined with Method 1 in case of particularly
+stubborn refusals.
 
-**Method 2: use a system prompt**\
+**Method 3: use a system prompt**\
 An additional method, less reliable, is to use a system prompt. I have had more success with prompts telling the model
 it is a fiction writer, rather than telling it is uncensored or unbiased. Using system prompt for this purpose is a
 poor choice, as I think they are better suited to define the writing style.
 
-**Method 3: use a different prompt format**\
+**Method 4: use a different prompt format**\
 Last method, seldom reliable and often producing lesser quality replies, it to switch to a different prompt format,
 such as Alpaca, Vicuna or ChatML.
 
@@ -219,4 +226,5 @@ top_p = 0.1
 - [Chatbot Arena Leaderboard](https://huggingface.co/spaces/lmsys/chatbot-arena-leaderboard)
 - [NeoEvalPlusN benchmark](https://huggingface.co/datasets/ChuckMcSneed/NeoEvalPlusN_benchmark)
 - [WolframRavenwolf's benchmark](https://huggingface.co/datasets/ChuckMcSneed/WolframRavenwolfs_benchmark_results)
-- [Uncensored General Intelligence](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard)
+- [Uncensored General Intelligence](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard)
+- [toqan coding assistant leaderboard](https://prollm.toqan.ai/leaderboard/coding-assistant)