Update README.md

README.md

@@ -24,11 +24,16 @@ base_model:
 
 <h2>Qwen2.5-The-Wisemen-QwQ-Deep-Tiny-Sherlock-32B</h2>
 
+This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats.
+The source code can also be used directly.
+
 This model builds on Qwen's excellent "QwQ 32B" reasoning and thinking model, and adds a bit
 of flavor from 3 other top reasoning models.
 
 This model is also uncensored as well.
 
+Example generations below (gguf) including one at two different quant levels.
+
 This model was designed to reduce some "excess thinking" in the prompts and introduce slightly different
 reasoning into the model itself with the merge of 3 added reasoning models.
 
@@ -55,10 +60,14 @@ In a 256 point precision (per layer) DARE TIES merge.
 
 [ https://huggingface.co/DavidAU/Qwen2.5-The-Wisemen-QwQ-Deep-Tiny-Sherlock-32B-GGUF ] 
 
+---
+
 <h3>EXAMPLES:</h3>
 
 Examples are created using quant Q2K (the lowest/smallest quant), minimal parameters and "ChatML" template. 
 
+One generation used Q3KM (and 1st one at Q2k) to show quant "power" differences.
+
 Temp range .8 , Rep pen 1.1 , TopK 40 , topP .95, minP .05
 
 Rep pen range: 64-128 (helps keep reasoning on track / quality of output)
@@ -75,10 +84,10 @@ NOTE: Some formatting was lost from copy/paste HTML.
 
 ---
 
-<p style="line-height: 100%; margin-bottom: 0cm">
-<font size="5" style="font-size: 20pt"><b>Example #1 </b></font>
+<p style="margin-bottom: 0cm"><b>Example
+#1 </b>
 </p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="margin-bottom: 0cm"><br/>
 
 </p>
 <p><span style="display: inline-block; border: none; padding: 0cm"><i>Start
@@ -147,7 +156,7 @@ animal-like being that defies normal description.</span></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Okay,
 start writing the scene, focusing on these elements while keeping
 paragraphs tight and impactful.</span></p>
-<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><font size="4" style="font-size: 16pt"><b><font color="#c9211e">Output:</span></b></font></font></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><b><font color="#c9211e">Output:</span></b></font></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
 sky scraper swayed.</span></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">I
@@ -274,14 +283,13 @@ sky left to hold on to except what little remained of my sanity as
 the creature’s final roar echoed through the collapsing building—</span></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">—or
 perhaps it was just my own mind screaming now.</span></p>
-<p style="line-height: 100%; margin-bottom: 0cm">---</p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="margin-bottom: 0cm">---</p>
+<p style="margin-bottom: 0cm"><br/>
 
 </p>
-<p style="line-height: 100%; margin-bottom: 0cm"><font size="5" style="font-size: 20pt"><b>Example
-#2 </b></font>
+<p style="margin-bottom: 0cm"><b>Example #2 </b>
 </p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="margin-bottom: 0cm"><br/>
 
 </p>
 <p><span style="display: inline-block; border: none; padding: 0cm"><i>Six
@@ -297,12 +305,21 @@ The fifth brother was
 drawing a picture.</span></i></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><i>Question:
 what was the sixth brother doing?</span></i></p>
-<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><i><br/>
-</i><span style="font-style: normal"><b>NOTE:
-Higher quants will solve this type of problem faster. <br/>
+<p style="font-style: normal; border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">NOTES:
+</span>
+</p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><span style="font-style: normal">-
+Two generations provided, one at q2k, the other at q3km</span><i><br/>
+-
+</i><span style="font-weight: normal">Higher quants will solve this
+type of problem faster.  IE Q3KM: It took 2 minutes to “think” /
+solve this problem.</span></span></p>
+<p style="border: none; padding: 0cm"><br/>
 <br/>
-IE
-Q3KM: It took 2 minutes to “think” / solve this problem.</b></span></span></p>
+
+</p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><b>(</b><sup><b>1st</b></sup><b>
+generation - Q2K)</b></span></p>
 <p style="margin-bottom: 0cm"><br/>
 
 </p>
@@ -313,13 +330,13 @@ so I need to figure out what the sixth brother was doing based on the
 information given. Let me start by listing out what each of the first
 five brothers were doing:</span></p>
 <ol>
-	<li><p style="margin-bottom: 0cm; border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">First
+	<li><p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">First
 	brother: Reading a book.</span></p></li>
-	<li><p style="margin-bottom: 0cm; border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Second
+	<li><p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Second
 	brother: Playing chess.</span></p></li>
-	<li><p style="margin-bottom: 0cm; border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Third
+	<li><p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Third
 	brother: Solving a crossword.</span></p></li>
-	<li><p style="margin-bottom: 0cm; border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Fourth
+	<li><p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Fourth
 	brother: Watering the lawn.</span></p></li>
 	<li><p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Fifth
 	brother: Drawing a picture.</span></p></li>
@@ -711,7 +728,7 @@ so the sixth would be his opponent.</span></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Therefore,
 I think that's the intended answer here: the sixth brother was also
 playing chess with the second one.</span></p>
-<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><font size="4" style="font-size: 16pt"><b><font color="#c9211e">OUTPUT:</span></b></font></font></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><b><font color="#c9211e">OUTPUT:</span></b></font></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
 key to solving this riddle lies in recognizing that some activities
 require more than one person. Chess is typically played by two
@@ -722,13 +739,225 @@ the chess game. This makes sense because while the first five
 activities can be done alone, playing chess usually needs a partner.</span></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><strong>Answer:</strong>
 The sixth brother was playing chess with the second brother.</span></p>
-<p style="line-height: 100%; margin-bottom: 0cm">---</p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="border: none; padding: 0cm"><br/>
+<br/>
 
 </p>
-<p style="line-height: 100%; margin-bottom: 0cm"><font size="5" style="font-size: 20pt"><b>EXAMPLE
-#3</b></font></p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><font size="4" style="font-size: 16pt"><b>(2ND
+generation – Q3KM)</b></span></font></p>
+<p style="border: none; padding: 0cm"><br/>
+<br/>
+
+</p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><b><font color="#c9211e">Thought
+for 1 minutes 55 seconds</span></b></font></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Okay,
+so there's this riddle about six brothers and what each one is doing.
+Let me try to figure it out step by step. The first five are all
+described with different activities: reading a book, playing chess,
+solving a crossword, watering the lawn, drawing a picture. Then they
+ask what the sixth brother was doing.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Hmm,
+maybe there's a pattern here? Let me list out their activities again:</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">1st
+– Reading 2nd – Chess 3rd – Crossword 4th – Watering lawn
+(gardening) 5th – Drawing</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait,
+are these all solitary activities? The first five brothers are each
+engaged in something by themselves. But maybe there's a trick here.
+Sometimes riddles like this use the fact that some of them might be
+playing a game with another brother, meaning one could be involved
+with another.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Looking
+at chess: you need two people to play chess, right? So if the second
+brother is playing chess, he must have someone else to play against.
+But all five brothers are listed as doing their own things
+individually. That might mean that actually, the sixth brother was
+the one playing chess with the second brother. Wait, but then where
+does that leave the others?</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+no, hold on. Let me think again. The riddle says &quot;six brothers
+were spending their time together.&quot; So they're all there in the
+same place or situation? But each is doing their own thing except
+maybe for those who are playing a game requiring partners.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Chess
+requires two people. The second brother was playing chess. So unless
+he's playing against himself, which doesn't make sense, he must be
+with someone else. Since there are six brothers total, that would
+mean the sixth brother is the one playing chess with him? But then in
+the list provided, only five activities are mentioned. Wait, but the
+question is asking what the sixth was doing.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+a second. The problem lists each of the first five brothers doing
+their own activity individually: reading, chess (but needing another
+person), crossword, watering lawn, drawing. Since chess requires two
+players, perhaps one brother's activity involves being with another
+brother, thus making the count six? So maybe the sixth brother was
+helping to water the lawn, or is that stretching?</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe all five brothers are doing solo activities except for the
+second and sixth who are playing chess together. Therefore, the first
+five listed (including the second) are actually only four separate
+people because two are involved in a two-person activity. Wait, but
+the problem says &quot;six brothers,&quot; so each is an individual.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another angle: The question might be a play on words. Let's see: The
+first brother was reading, which is a common pastime. Second playing
+chess (needs partner), third solving crossword (solo). Fourth
+watering lawn (could be alone or with help). Fifth drawing (alone).</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
+key here could be that the sixth brother wasn't doing anything
+because they were all together? But that's not likely.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe each activity is a reference to something else. Like &quot;reading
+a book&quot; – common; chess needs two, so one of them must be
+partner; crossword and drawing are solo. Watering lawn can be done
+alone or with others.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another thought: the riddle might have an answer based on the fact
+that all these activities except one require being alone. But since
+they're brothers spending time together, perhaps the sixth brother
+was doing something that involves more than one person, like playing
+chess with the second brother. So actually, the two are engaged in a
+shared activity, meaning only five separate &quot;solo&quot; acts and
+one paired act. Since there are six brothers, then each of the first
+five listed is solo except for the second who's partnered with
+someone else.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">So
+if that's the case, then the sixth brother was playing chess with the
+second brother. Therefore, his activity was also playing chess (as a
+player against the second). But in the problem statement, only the
+second is mentioned as doing it. The riddle might be pointing out
+that since there are six brothers and five listed activities, one of
+them must involve two people. Hence, the sixth is involved with the
+second in playing chess.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe &quot;watering the lawn&quot; could also be a group activity?
+But that's less common than chess needing another person.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another angle: The riddle might have a pun or play on words. Let me
+see:</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
+first brother was reading a book. Second playing chess (needs
+partner). Third solving crossword (solo), fourth watering the lawn,
+fifth drawing picture.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">What
+is the sixth doing?</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Hmm...
+Maybe all of them are actually doing something related to their
+ordinal number? Like first brother: reads (first letter?), but that's
+a stretch.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe the answer is &quot;the sixth was being chased by the fifth&quot;,
+but no, there's nothing about that in the question.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another thought: The activities listed for each brother might be
+clues. For example, reading can lead to knowledge, chess is strategy,
+crossword is wordplay, watering lawn is gardening, drawing is art.
+Maybe the sixth activity is something else... But not sure how that
+ties into it.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe it's a trick question where they all were together but engaged
+in different solitary activities except for one pair (chess). Since
+there are six brothers and five activities mentioned, perhaps two are
+doing chess, so the sixth brother was playing chess with the second.
+Therefore, his activity is also playing chess as the opponent.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">But
+how does that work? The riddle says &quot;the second brother was
+playing chess&quot;. So if he's playing against someone else (the
+sixth), then the sixth brother would be involved in that activity as
+well. But since there are six brothers, they all need to have their
+own activities except for those paired.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe the answer is that the sixth brother wasn't doing anything
+because all five activities require one person each plus two for
+chess? Wait but 5 +1=6 (since chess takes two), so total would be
+5+1=6. So first four are solo: reading, crossword, watering lawn,
+drawing (four brothers). Then fifth and sixth are playing chess
+together. But in the problem statement, it's listed as:</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">First
+brother - read</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Second
+- play chess</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Third
+- crossword</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Fourth
+- water</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Fifth
+- draw</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait,
+that's five activities mentioned for five brothers, but there are six
+total brothers, so maybe one of these is a paired activity where two
+brothers are involved in the same activity. Since only one activity
+here needs another person (chess), perhaps the second brother and
+sixth are playing chess together.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">So
+the answer would be: The sixth brother was also playing chess with
+his brother.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+since all five activities except chess are solo, then the sixth must
+be paired with someone else in a two-player game, so he is playing
+chess against the second brother. Therefore, his activity is playing
+chess as well.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+maybe the riddle's answer is &quot;the sixth brother was counting&quot;
+because there were six brothers and they need to account for all of
+them? But that seems off.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another thought: Maybe each of the first five activities corresponds
+to a day of the week or something else. Not sure.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait,
+let me check if this is a known riddle. I've heard similar ones
+before where two brothers are involved in the same activity (like
+chess), so their individual counts overlap.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">In
+that case, the answer would be that the sixth brother was playing
+chess with his second brother, since you need two players for chess.
+Therefore, the sixth's activity is also playing chess.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Alternatively,
+some might think of &quot;they were all doing nothing else but being
+together,&quot; but I don't think so.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Wait
+another possible angle: The activities are listed as things that a
+person can do alone, except for chess which requires an opponent.
+Since there are six brothers and five activities mentioned (with one
+activity needing two), the sixth must be the opponent in the chess
+game. So yes, he's playing chess with his second brother.</span></p>
+<p style="border: none; padding: 0cm"><br/>
+<br/>
+
+</p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><font size="4" style="font-size: 16pt"><b><font color="#c9211e">OUTPUT:</span></b></font></font></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Therefore,
+the answer is: The sixth brother was also playing chess.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
+sixth brother was <strong>playing chess</strong> with the second
+brother.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Here’s
+why: Chess requires two players to play against each other. While the
+problem lists five activities for five brothers individually, one of
+those—chess—is a two-player game. Since there are six brothers in
+total, this means that while the first, third, fourth, and fifth
+brothers were engaged in solo activities (reading, solving a
+crossword, watering the lawn, drawing), the second brother must have
+been playing chess with someone else. The sixth brother is the
+missing player needed to complete the chess game. Thus, his activity
+was also <strong>playing chess</strong> as the opponent of the second
+brother.</span></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">The
+answer hinges on recognizing that one activity (chess) requires two
+participants, and since there are six brothers total, the sixth must
+be paired with the second in this shared activity.</span></p>
+<p style="border: none; padding: 0cm"><br/>
+<br/>
+
+</p>
+<p style="margin-bottom: 0cm">---</p>
+<p style="margin-bottom: 0cm"><br/>
+
+</p>
+<p style="margin-bottom: 0cm"><b>EXAMPLE #3</b></p>
+<p style="margin-bottom: 0cm"><br/>
 
 </p>
 <p><span style="display: inline-block; border: none; padding: 0cm"><i>Come
@@ -801,7 +1030,7 @@ use creates deeper issues than just romantic entanglements.</span></p>
 <br/>
 
 </p>
-<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><font size="4" style="font-size: 16pt"><b><font color="#c9211e">OUTPUT:</span></b></font></font></p>
+<p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm"><b><font color="#c9211e">OUTPUT:</span></b></font></p>
 <p style="border: none; padding: 0cm"><span style="display: inline-block; border: none; padding: 0cm">Here
 are six original and intricate plot ideas for <em>Black Mirror</em>
 episodes that blend time travel with a &quot;sexy&quot; theme
@@ -913,6 +1142,6 @@ plot weaves sexiness into ethical quandaries or technological traps,
 mirroring <em>Black Mirror</em>’s trademark blend of human
 vulnerability and dark tech twists. The stakes are high, emotions
 raw, and the consequences hauntingly inevitable.</span></p>
-<p style="line-height: 100%; margin-bottom: 0cm"><br/>
+<p style="margin-bottom: 0cm"><br/>
 
-</p>
+</p>