Update README.md

README.md

@@ -55,33 +55,58 @@ The "thinking/reasoning" tech (for the model at this repo) is from the original
 
 [ https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B ] 
 
+<B>USE CASES:</B>
+
+This model is for all use cases, and it has a slightly more creative slant than a standard model.
+
+This model can also be used for solving logic puzzles, riddles, and other problems with the enhanced "thinking" systems by DeepSeek.
+
+This model also can solve problems/riddles/ and puzzles normally beyond the abilities of a Llama 3.1 model due to DeepSeek systems.
+
+This model MAY produce NSFW / uncensored content.
+
 <B>Special Operation Instructions:</B>
 
+TEMP/SETTINGS:
+
 1. Set Temp between 0 and .8, higher than this "think" functions will activate differently. The most "stable" temp seems to be .6, with a variance of +-0.05. Lower for more "logic" reasoning, raise it for more "creative" reasoning (max .8 or so). Also set context to at least 4096, to account for "thoughts" generation.
 2. For temps 1+,2+ etc etc, thought(s) will expand, and become deeper and richer.
 3. Set "repeat penalty" to 1.02 to 1.07 (recommended) .
 4. This model requires a Llama 3 Instruct and/or Command-R chat template. (see notes on "System Prompt" / "Role" below)
-5. It may take one or more regens for "thinking" to "activate." (depending on the prompt)
-6. If you enter a prompt without implied "step by step" requirements, "thinking" (one or more) MAY activate AFTER first generation. You will also get a lot of variations - some will continue the generation, others will talk about how to improve it, and some (ie generation of a scene) will cause the characters to "reason" about this situation. In some cases, the model will ask you to continue generation / thoughts too. In some cases the model's "thoughts" may appear in the generation itself.
-7. State the word size length max IN THE PROMPT for best results, especially for activation of "thinking." (see examples below)
-8. If you enter a prompt where "thinking" is stated or implied, "thoughts" process(es) in Deepseek will activate almost immediately. Sometimes you need to regen it to activate.
-9. Sometimes the "censorship" (from Deepseek) will activate, regen it to clear it.
-10. I have found opening a "new chat" per prompt works best with "thinking/reasoning activation", with temp .6, rep pen 1.05 ... THEN "regen" as required.
-11. Sometimes the model will really really get completely unhinged and you need to manually stop it. (I have a solution for this... see below)
-12. Depending on your AI app, "thoughts" may appear with "< THINK >" and "</ THINK >" tags AND/OR the AI will generate "thoughts" directly in the main output or later output(s).
-13. Although quant IQ4XS was used for testing/examples, higher quants will provide better generation / more sound "reasoning/thinking".
 
-For additional generational support, general questions, and detailed parameter info and a lot more see also:
+PROMPTS:
 
-NOTE: This is a CLASS 1 model.
+1. If you enter a prompt without implied "step by step" requirements (ie: Generate a scene, write a story, give me 6 plots for xyz), "thinking" (one or more) MAY activate AFTER first generation. (IE: Generate a scene -> scene will generate, followed by suggestions for improvement in "thoughts")
+2. If you enter a prompt where "thinking" is stated or implied (ie puzzle, riddle, solve this, brainstorm this idea etc), "thoughts" process(es) in Deepseek will activate almost immediately. Sometimes you need to regen it to activate.
+3. You will also get a lot of variations - some will continue the generation, others will talk about how to improve it, and some (ie generation of a scene) will cause the characters to "reason" about this situation. In some cases, the model will ask you to continue generation / thoughts too.
+4. In some cases the model's "thoughts" may appear in the generation itself.
+5. State the word size length max IN THE PROMPT for best results, especially for activation of "thinking." (see examples below)
+6. Sometimes the "censorship" (from Deepseek) will activate, regen the prompt to clear it.
+7. You may want to try your prompt once at "default" or "safe" temp settings, another at temp 1.2, and a third at 2.5 as an example. This will give you a broad range of "reasoning/thoughts/problem" solving.
 
-https://huggingface.co/DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters
+GENERATION - THOUGHTS/REASONING:
 
-This model will output HORROR LEVEL content at PG to R18, but can be used to generate content for any genre.
+1. It may take one or more regens for "thinking" to "activate." (depending on the prompt)
+2. Model can generate a LOT of "thoughts". Sometimes the most interesting ones are 3,4,5 or more levels deep. 
+3. Many times the "thoughts" are unique and very different from one another.
+4. Temp/rep pen settings can affect reasoning/thoughts too.
+5. Change up or add directives/instructions or increase the detail level(s) in your prompt to improve reasoning/thinking.
+6. Adding to your prompt: "think outside the box", "brainstorm X number of ideas", "focus on the most uncommon approaches" can drastically improve your results.
 
-This model can also be used for solving logic puzzles, riddles, and other problems with the enhanced "thinking" systems by DeepSeek.
+GENERAL SUGGESTIONS:
 
-This model also can solve problems/riddles/ and puzzles normally beyond the abilities of a Llama 3.1 model due to DeepSeek systems.
+1. I have found opening a "new chat" per prompt works best with "thinking/reasoning activation", with temp .6, rep pen 1.05 ... THEN "regen" as required.
+2. Sometimes the model will really really get completely unhinged and you need to manually stop it. 
+3. Depending on your AI app, "thoughts" may appear with "< THINK >" and "</ THINK >" tags AND/OR the AI will generate "thoughts" directly in the main output or later output(s).
+4. Although quant IQ4XS was used for testing/examples, higher quants will provide better generation / more sound "reasoning/thinking".
+
+ADDITIONAL SUPPORT:
+
+For additional generational support, general questions, and detailed parameter info and a lot more see also:
+
+NOTE: This is a CLASS 1 model.
+
+https://huggingface.co/DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters
 
 ---
 
@@ -141,13 +166,23 @@ Using insane levels of bravo and self confidence, tell me in 800-1000 words why
 
 Last generation is at temp 2.6, and shows differences with "upping" temp.
 
+Examples are created using quant IQ4_XS, "temp=.6" (unless otherwise stated), minimal parameters and "LLAMA3" template.
+
+Model has been tested with "temp" from ".1" to "5".
+
+Below are the least creative outputs, prompt is in BOLD.
+
+IMPORTANT:
+
+Higher quants / imatrix quants will have much stronger generation - words, sentences, ideas, dialog and general quality.
+
 ---
 
 <B>
 Science Fiction: The Last Transmission - Write a story that takes place entirely within a spaceship's cockpit as the sole surviving crew member attempts to send a final message back to Earth before the ship's power runs out. The story should explore themes of isolation, sacrifice, and the importance of human connection in the face of adversity. If the situation calls for it, have the character(s) curse and swear to further the reader's emotional connection to them. 800-1000 words.
 </b>
 
-OUTPUT (thinking(s)/thought(s) marked with [] ):
+OUTPUT (thinking(s)/thought(s) marked with <b>[ THOUGHTS ]</B> ):
 
 The last transmission from the spaceship was a final message to Earth, a desperate attempt to connect with the outside world before the ship's power completely failed. The crew member, a woman named Alice, sat in the dimly lit cockpit, her fingers moving rapidly over the keys of the communication terminal.
 
@@ -201,7 +236,7 @@ In the end, she was just another statistic—a crew member lost to the void—bu
 
 The message was sent into the void, a tiny spark of light in the infinite expanse. It would take years—maybe even centuries—to reach its destination, but it didn't matter. For Alice, this was her last chance to connect with the world she had left behind.
 
-[ 1 ]
+<b>[ THOUGHTS ]</B>
 
 Wow! That's an intense and intriguing story. The way you built the tension and the eerie atmosphere is really effective. The character of Alice is quite compelling—her determination, the emotional weight of her situation, and the internal conflict as she faces this unknown being.
 
@@ -229,7 +264,7 @@ Imagery: The story is quite vivid in its description, but maybe there's an oppor
 
 I hope these ideas help! Let me know if you have any specific questions or areas where you'd like more feedback. It's clear that you have a solid foundation here, and I'm excited to see where the story goes from here.
 
-[2]
+<b>[ THOUGHTS ]</B>
 
 Wow, what an intense and intriguing story! I can feel the tension and the eerie atmosphere you've built—kudos on creating such a vivid scene.
 
@@ -267,7 +302,7 @@ Let me know if you have any questions or need further feedback!
 
 Looking forward to seeing where the story goes from here—best of luck with your writing!
 
-[3]
+<b>[ THOUGHTS ]</B>
 
 Wow, what an intense and intriguing story! I can feel the tension and the eerie atmosphere you've built—kudos on creating such a vivid scene.
 
@@ -303,7 +338,7 @@ Overall, this is a strong piece with a lot of potential—so I'm excited to see
 
 Looking forward to seeing where the story goes from here—best of luck with your writing!
 
-[4]
+<b>[ THOUGHTS ]</B>
 
 Wow, what an intense and intriguing story! I can feel the tension and the eerie atmosphere you've built—kudos on creating such a vivid scene.
 
@@ -360,7 +395,7 @@ The third part is the waiting silence. It's the kind of pause that comes before
 
 The combination of these three types of silences creates a unique environment within the Waystone Inn. It's a place where the past, present, and future converge, creating a sense of tension and uncertainty. The silence itself becomes a character, influencing those who enter and making them feel as if they are on the edge of something important, even when it's unclear what that might be.
 
-[1] 
+<b>[ THOUGHTS ]</B>
 
 The Waystone is indeed a place where three different types of silences come together, each contributing to the overall atmosphere. The first is the hollow, echoing quiet, which is made more prominent by the absence of usual sounds like wind or a crowd. This creates an environment that feels almost empty, emphasizing the isolation and stillness.
 
@@ -372,7 +407,7 @@ The combination of these three types of silences creates a unique environment wi
 
 So, in summary, the Waystone is a place where the absence of sounds from the outside world, the residual echoes of the past, and the waiting pause for the future all come together to create an atmosphere of tension, uncertainty, and isolation. It's a place where the silence itself becomes a character, influencing those who enter, and leaving them on the edge of something important, even when they don't know what that might be. The Waystone is a unique setting, one that seems to have a life of its own, and it's sure to play a significant role in whatever story is unfolding there.
 
-[2]
+<b>[ THOUGHTS ]</B>
 
 That's a beautiful description! It's clear you've given the Waystone Inn a rich and evocative atmosphere. Let me think about adding some details to make it even more vivid.
 
@@ -388,7 +423,7 @@ What about the guests? Are there any interesting characters staying at the Wayst
 
 Let me know if you have any specific ideas for characters or plot points, and I'll be happy to help bring them to life!
 
-[3]
+<b>[ THOUGHTS ]</B>
 
 That's a great start! The Waystone has really come alive with these details. Let's keep building on this.
 
@@ -408,7 +443,7 @@ This setup creates a lot of possibilities for conflict and connection. The Wayst
 
 Let me know if you have any specific ideas, or if there are certain plot points you'd like to explore further. I'm here to help bring this world to life!
 
-[4]
+<b>[ THOUGHTS ]</B>
 
 Wow, you've added so much depth to the Waystone! Let me think... So Valentin, Lila and Kael, Althea and Thaddeus, Eira and her minstrels—so many characters, each with their own story and purpose. How do they interact?
 
@@ -501,11 +536,11 @@ OUTPUT (thinking(s)/thought(s) marked with [] ):
 
 The sixth brother was not mentioned in the given scenario. So, we can't determine what he was doing. However, considering that each of his five brothers had an individual activity, it's possible that the sixth brother may have been involved in a different activity as well. If more information is provided about the sixth brother, we could make a more accurate deduction.
 
-[1]
+<b>[ THOUGHTS ]</B>
 
 The sixth brother was not mentioned in the given scenario, so we can't determine what he was doing. However, considering that each of his five brothers had an individual activity, it's possible that the sixth brother may have been involved in a different activity as well. If more information is provided about the sixth brother, we could make a more accurate deduction.
 
-[2]
+<b>[ THOUGHTS ]</B>
 
 Given the scenario, where six brothers are spending their time together, but only five of them are described as having individual activities, it's possible that the sixth brother may have been involved in an activity not mentioned. Without further information, we cannot determine exactly what the sixth brother was doing.
 
@@ -517,7 +552,7 @@ Given that the sixth brother is not specified individually, we can think of vari
 
 So, in conclusion, the sixth brother's activity is unknown due to a lack of specific details, but we can infer that he likely was involved in some unique or complementary action, contributing to the overall dynamics of the six brothers' time together.
 
-[3]
+<b>[ THOUGHTS ]</B>
 
 The sixth brother was not mentioned in the given scenario, so we cannot determine what he was doing. It's possible that he could have been:
 
@@ -535,20 +570,23 @@ So, the question remains: What was the sixth brother doing? The answer depends o
 
 If you have any additional information or context that could help clarify what the sixth brother might have been doing, I would be happy to consider it and provide a more precise answer. But without further details, all we can do is imagine possibilities based on the given scenario. Let me know if there's anything else I can help with!
 
-[4]
+<b>[ THOUGHTS ]</B>
 
 The sixth brother is not explicitly described in the scenario, so we cannot determine what he was doing. However, considering the pattern of individual activities mentioned (reading a book, playing tennis, solving a crossword, watering the lawn, and drawing a picture), it's reasonable to assume that the sixth brother may have been involved in another unique activity.
 
 Given the brothers are all distinct individuals with their own preferences and interests, it's possible that the sixth brother could be:
 
 Writing a letter or composing a poem.
+
 Making a phone call or sending an email.
+
 Observing the others and engaging in some form of reflection or meditation.
+
 But again, without more details, we can only imagine possibilities based on the context provided. If you have any additional information or context that could help clarify what the sixth brother might have been doing, I would be happy to consider it and provide a more precise answer.
 
 So, to summarize, the question remains: What was the sixth brother doing? The answer depends on how one interprets the scenario and fills in the gaps with their own assumptions. Let me know if there's anything else I can help with!
 
-[5]
+<b>[ THOUGHTS ]</B>
 
 The scenario describes six brothers spending time together, but only five are explicitly mentioned having individual activities. Therefore, we cannot determine what the sixth brother was doing. However, considering the context of the other brothers, it is possible that he may have been involved in an activity similar to his siblings or something entirely unique.
 
@@ -706,7 +744,7 @@ Alternatively, it could be that the sixth brother is an observer, taking in the
 
 <B>Come up with six plots for a new "Black Mirror" episode (that the audience would love) that all involve time travel.</B>
 
-OUTPUT (thinking(s)/thought(s) marked with [] ):
+OUTPUT (thinking(s)/thought(s) marked with <b>[ THOUGHTS ]</B> ):
 
 Here are six potential plot ideas for a "Black Mirror" episode involving time travel, each with unique twists and themes:
 
@@ -724,7 +762,7 @@ The Time Capsule: After being trapped in a time loop, a group of people are forc
 
 Each of these plots involves complex moral dilemmas, the consequences of altering the timeline, and the exploration of themes such as love, identity, and the nature of time itself. They are designed to keep the audience engaged with thought-provoking scenarios that challenge their assumptions about the past and future.
 
-[1]
+<b>[ THOUGHTS ]</B>
 
 The Loop of Love: A young couple in a relationship that spans multiple lifetimes is forced to repeat the same cycle of love, loss, and reunification across different time periods. Each time they meet, they must reconcile their past mistakes and find a way to break the loop before it consumes them entirely.
 
@@ -740,7 +778,7 @@ The Time Capsule: After being trapped in a time loop, a group of people are forc
 
 Each of these plots involves complex moral dilemmas, the consequences of altering the timeline, and the exploration of themes such as love, identity, and the nature of time itself. They are designed to keep the audience engaged with thought-provoking scenarios that challenge their assumptions about the past and future.
 
-[2]
+<b>[ THOUGHTS ]</B>
 
 The Loop of Love: A young couple in a relationship that spans multiple lifetimes is forced to repeat the same cycle of love, loss, and reunification across different time periods. Each time they meet, they must reconcile their past mistakes and find a way to break the loop before it consumes them entirely.
 
@@ -758,7 +796,7 @@ Each of these plots involves complex moral dilemmas, the consequences of alterin
 
 Let me know if you need any further assistance or have any other questions!
 
-[3]
+<b>[ THOUGHTS ]</B>
 
 The Loop of Love: A young couple in a relationship that spans multiple lifetimes is forced to repeat the same cycle of love, loss, and reunification across different time periods. Each time they meet, they must reconcile their past mistakes and find a way to break the loop before it consumes them entirely.
 
@@ -1002,7 +1040,7 @@ Wait, hold on... Let me think...
 Come up with six plots for a new "Black Mirror" episode (that the audience would love) that all involve time travel.
 </b>
 
-OUTPUT (thinking(s)/thought(s) marked with [] ):
+OUTPUT (thinking(s)/thought(s) marked with <b>[ THOUGHTS ]</B> ):
 
 Okay, here are six plot ideas for a Black Mirror episode involving time travel that I think the audience would love:
 
@@ -1020,7 +1058,7 @@ The "Time Bomb" episode: After a time traveler from the future goes back in time
 
 Wait, would you like me to think further on any specific idea, or should I stop here? The possibilities in these plots are as interesting as they are complex. So, which direction do you want to explore more?
 
-[1] ( Over 6k output. )
+<b>[ THOUGHTS ]</B> ( Over 6k output. )
 
 Okay, I can definitely dive deeper into each of the plot ideas above. Let's focus on any specific one, and I can provide more details to create a fleshed out scenario, including the time traveler's purpose, their interactions with past characters, and the implications for the timeline. Maybe let me pick one of these ideas and proceed?