Qwen3-30B-A7.5B-24-Grand-Brainstorm

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 is a simple "finetune" of the Qwen's "Qwen 30B-A3B" (MOE) model, setting the experts in use from 8 to 24 (out of 128 experts).

THREE Example generations (Q4KS, CPU) at the bottom of this page using 24 experts / this model.

This reduces the speed of the model, but uses more "experts" to process your prompts and uses 7.5B (of 30B) parameters instead of 3B (of 30B) parameters. Depending on the application you may want to use the regular model ("30B-A3B"), and use this model for REALLY REALLY COMPLEX / "DEEPER" (IE Nuance) use case(s).

Regular or simpler use cases may benefit from using the normal (8 experts), the "12 cooks" (12 experts), 16 Extreme (32k or 128k context) or "High-Speed" (4 experts) version(s).

Using 24 experts instead of the default 8 will slow down token/second speeds about about 2/3 or so.

This version, with 24 experts, may be overkill for some use cases.

I suggest higher temps too (1+, 2+), for some use cases.

Also ; I suggest trying the 4, 8 (reg), 12, and 16 versions as these will be faster - token / second, and may meet your use case(s) better.

Context size: 32K + 8K for output (40k total)

Use Jinja Template or CHATML template.

IMPORTANT NOTES:

  • Due to the unique nature (MOE, Size, Activated experts, size of experts) of this model GGUF quants can be run on the CPU, GPU or with GPU part "off-load", right up to full precision.
  • This model is difficult to Imatrix : You need a much larger imatrix file / multi-language / multi-content (ie code/text) to imatrix it.
  • GPU speeds will be BLISTERING 4x-8x or higher than CPU only speeds AND this model will be BLISTERING too, relative to other "30B" models (Token per second speed equal roughly to 7.5B "normal" model speeds).

Please refer the org model card for details, benchmarks, how to use, settings, system roles etc etc :

[ https://huggingface.co/Qwen/Qwen3-30B-A3B ]

More / Less Experts Versions:

4 experts:

[ https://huggingface.co/DavidAU/Qwen3-30B-A1.5B-High-Speed ]

12 experts:

[ https://huggingface.co/DavidAU/Qwen3-30B-A4.5B-12-Cooks ]

16 experts, 32k context:

[ https://huggingface.co/DavidAU/Qwen3-30B-A6B-16-Extreme ]

16 experts, 128k context:

[ https://huggingface.co/DavidAU/Qwen3-30B-A6B-16-Extreme-128k-context ]

OPTIONAL SYSTEM ROLE:

You may or may not need this, as most times Qwen3s generate their own reasoning/thinking blocks.

You are a deep thinking AI, you may use extremely long chains of thought to deeply consider the problem and deliberate with yourself via systematic reasoning processes to help come to a correct solution prior to answering. You should enclose your thoughts and internal monologue inside <think> </think> tags, and then provide your solution or response to the problem.

See document "Maximizing-Model-Performance-All..." below for how to "set" system role in various LLM/AI apps below.

IMPORTANT: Highest Quality Settings / Optimal Operation Guide / Parameters and Samplers

If you are going to use this model, (source, GGUF or a different quant), please review this document for critical parameter, sampler and advance sampler settings (for multiple AI/LLM aps).

This a "Class 1" (settings will enhance operation) model:

For all settings used for this model (including specifics for its "class"), including example generation(s) and for advanced settings guide (which many times addresses any model issue(s)), including methods to improve model performance for all use case(s) as well as chat, roleplay and other use case(s) (especially for use case(s) beyond the model's design) please see:

[ https://huggingface.co/DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters ]

REASON:

Regardless of "model class" this document will detail methods to enhance operations.

If the model is a Class 3/4 model the default settings (parameters, samplers, advanced samplers) must be set for "use case(s)" uses correctly. Some AI/LLM apps DO NOT have consistant default setting(s) which result in sub-par model operation. Like wise for Class 3/4 models (which operate somewhat to very differently than standard models) additional samplers and advanced samplers settings are required to "smooth out" operation, AND/OR also allow full operation for use cases the model was not designed for.

BONUS - Use these settings for ANY model, ANY repo, ANY quant (including source/full precision):

This document also details parameters, sampler and advanced samplers that can be use FOR ANY MODEL, FROM ANY REPO too - all quants, and of course source code operation too - to enhance the operation of any model.

[ https://huggingface.co/DavidAU/Maximizing-Model-Performance-All-Quants-Types-And-Full-Precision-by-Samplers_Parameters ]

NOTE:

I strongly suggest you also visit the DavidAU GGUF (below) repo too for more details in using this model ; especially if it is "Class 3" or "Class 4" to get maximum performance from the model.

For full information about this model, including:

  • Details about this model and its use case(s).
  • Context limits
  • Special usage notes / settings.
  • Any model(s) used to create this model.
  • Template(s) used to access/use this model.
  • Example generation(s)
  • GGUF quants of this model

Please go to:

[ GGUFS REPO coming soon ]


Example Generation #1:

Temp 1.2, rep pen 1.06, rep pen range 64, topk 100, topp .95, minp .05

Q4KS [non-imatrix], CPU only (windows 11), LMSTUDIO.

Speed: 8 T/S (no GPU offload)

This is a mid level quant, expect stronger performance from an Imatrix Q4KS / higher quants / full precision.

NOTE: Some formatting lost on copy/paste.

PROMPT:

Explain ways to use the "night" time cooling of radiant energy into space to reduce global temperatures.

[[[thinking start]]]

Thought for 6 minutes 18 seconds

Okay, let's try to figure out how to use nighttime cooling of radiant energy into space to reduce global temperatures. Hmm, first I need to understand what this concept means. Radiant energy into space during night time... maybe it's about the Earth emitting heat radiation at night, which then goes into space? So, if we can enhance that process, maybe we can cool the planet more effectively?

But how does that work? The Earth emits infrared radiation from the surface, and some of it escapes into space. If the atmosphere is too thick or has greenhouse gases, this radiation gets trapped. So maybe during nighttime, when there's no sunlight, the Earth can emit more heat? But if we can increase the efficiency of that emission, perhaps that would help cool the planet.

Wait, but global temperatures are rising due to human activities and greenhouse gases. So, perhaps reducing the greenhouse effect during night time? Maybe by adjusting some factors that allow more radiation to escape?

But how can humans influence that? Maybe through technological methods or natural processes. For example, modifying the atmosphere to let more heat escape? Or maybe using reflective materials to enhance radiation? But I need to think of practical ways.

Another thought: during night time, the Earth is not receiving solar radiation, so the surface can cool down. But if we can maximize this cooling, maybe we could offset some of the warming effects during the day? However, this might be a small contribution compared to the overall warming from greenhouse gases.

But how to do that? Maybe by using materials that emit more heat at night. For example, reflective surfaces or structures that enhance thermal radiation. Or maybe altering the atmosphere's composition, like reducing greenhouse gases. But that's not exactly "night time cooling" but rather reducing overall greenhouse effect.

Alternatively, perhaps using some kind of technology that enhances radiative cooling during nighttime. Like, for example, materials that can emit heat more efficiently at night? Maybe using high emissivity surfaces?

But I need to think about possible methods. Let's break it down: the Earth emits infrared radiation into space. The amount depends on the emissivity of surfaces and the atmospheric conditions. If we can increase emissivity or decrease atmospheric absorption, then more energy is radiated away.

So, during nighttime, the Earth's surface is cooler, maybe allowing more heat to be released. But if we can create structures that are high emissivity during nighttime, perhaps they could radiate more energy into space. This could help reduce local temperatures, but globally?

But how would that affect global temperatures? Maybe by cooling certain regions, but it's not directly affecting the overall global temperature. Unless it's a massive scale of implementation.

Another idea: using materials that can emit heat during night time, which then cools the environment. Like, for example, placing high emissivity materials in areas where heat is accumulated, so they radiate more at night, reducing local temperatures. But if this is done on a large scale, maybe it could contribute to global cooling.

But there's another angle: if we can use passive cooling techniques during night time, like creating structures that allow for better radiative cooling, which then reduces the need for active cooling systems during day. Maybe in urban areas, using materials with high emissivity to cool buildings at night, which would help reduce heat retention.

But how about the atmosphere? If the atmospheric layers are less opaque during nighttime, allowing more radiation to escape. But maybe that's not possible. Atmospheric composition is mostly constant, except for some factors like clouds or aerosols. Maybe if during night time, there's less cloud cover, or reduced aerosols, then radiation can escape more.

But human control over these factors might be limited. However, maybe through atmospheric engineering? For example, using technologies to manipulate the atmosphere's composition during nighttime to allow more heat radiation. But that's a speculative idea.

Another approach: using space-based cooling. Maybe if we can somehow reflect or redirect heat radiation into space more effectively. But how? Perhaps using satellites or mirrors?

Wait, but this is maybe more about increasing Earth's ability to emit heat into space. So, the idea is that during nighttime, the Earth can naturally cool by radiating energy, but if we can enhance that process, then it would contribute to global cooling.

So, possible ways:

  1. Enhancing emissivity of surfaces on Earth. For example, using materials with high emissivity (like black body) which can radiate more heat at night. If the surface is designed to emit more energy, then it cools down faster. This could reduce local temperatures and maybe contribute to global cooling.
  2. Reducing greenhouse gases in the atmosphere. But that's not specifically nighttime, but overall reduction. However, during nighttime, when there is no sunlight, the greenhouse gases might have a different effect? Not sure. Maybe the impact of greenhouse gases is constant, so reducing them would allow more radiation to escape during all times.
  3. Using atmospheric engineering to create conditions that allow more heat to escape during night time. For example, maybe using reflective particles or altering cloud cover to let more radiation escape.
  4. Creating structures or systems that can actively cool by radiating heat during nighttime. Maybe like thermal emissive surfaces, which are designed to maximize the emission of heat into space.
  5. Using energy from nighttime cooling to power systems, but not sure how this would relate to reducing temperatures.

Wait, but maybe another thought: if during nighttime, Earth's surface cools down because it is not receiving solar radiation, and thus can radiate more heat. But if we can use that process, maybe to cool the atmosphere? For example, by allowing more heat to be radiated, which would reduce overall temperature.

But how? Maybe through passive cooling techniques, like creating surfaces that are more emissive during night time. Or perhaps using technologies to capture and use the radiation for something else, but that might not directly lower temperatures.

Alternatively, maybe if we can increase the Earth's ability to emit heat during nighttime, then the overall energy balance would be different. The Earth absorbs solar energy during day, and emits during night. If the emission is more efficient, then the net heat loss is higher, which could contribute to cooling.

But how to achieve that? Maybe by modifying the surface emissivity. For example, using materials that have higher emissivity, which would allow for more thermal radiation during night time.

Another angle: the Earth's radiative cooling is affected by the atmosphere. If the atmosphere has less greenhouse gases, then more heat can escape into space. So, during nighttime, if the atmosphere allows more radiation to escape, then the Earth can cool more. But that's again about reducing greenhouse effect, which is a broader approach.

But maybe there's a specific method for nighttime cooling? For example, using something that works during nighttime to enhance the cooling process. Maybe like, using solar panels or other materials that are active during nighttime? Not sure.

Alternatively, think about the night time as an opportunity for cooling. So, if we can maximize the cooling during night time, which is when the Earth is not receiving energy from sun, then it could help reduce the accumulated heat from daytime. But how?

Maybe by creating systems that can absorb heat during day and release it during night. For example, using materials that store heat and then emit it during nighttime, which would allow the environment to cool. This would be a form of thermal storage and emission.

But this is more like an active process, but maybe not directly reducing global temperatures.

Another thought: if the Earth can radiate more heat into space during night time, then the energy balance would be shifted. If the total radiation is higher, then the overall temperature would decrease. But how to increase that?

Perhaps through increasing emissivity of surfaces or reducing atmospheric opacity. So, maybe using materials that have high emissivity, which would allow for more radiation during night time.

But what are those materials? For example, black bodies with high emissivity, or some engineered materials. Maybe in urban areas, using buildings with high emissivity to cool during nighttime.

Alternatively, using reflective surfaces to reduce absorption during day, but then emit during night. But that's a bit conflicting.

Wait, maybe if during day, the surface is less absorptive (like reflecting more sunlight), which reduces heat accumulation, and during night time, it emits more heat into space. So, combining both daytime reflection and nighttime emission to cool the planet.

But how to do that? Maybe using materials that have high emissivity in the infrared range, which would allow for more radiation during night. And also have low albedo (reflectivity) during day, to reduce solar absorption. So, a dual-purpose material.

But this is possible? For example, materials that are reflective in visible light but emissive in infrared. Maybe like some kind of thermal coatings or structures.

Another idea: using artificial structures that can emit heat during night time. For example, creating a network of emissive surfaces that can radiate heat into space during night time. This could be done on large scale, maybe in deserts or other areas where heat accumulation is high.

But how would this affect global temperatures? If the total emitted energy increases, then the Earth's thermal balance would shift, leading to lower temperatures. But this is a bit speculative.

Another thought: the Earth's radiative cooling is limited by atmospheric absorption. So, during night time, if we can reduce the absorption of radiation by the atmosphere, then more heat is radiated into space. This could be achieved by reducing greenhouse gases or manipulating the atmosphere's composition.

But again, this is about reducing greenhouse effect, which is a broader approach. But maybe during night time, it's more efficient to do so? Not sure.

Alternatively, using space-based methods to allow more radiation. Like, if there are satellites that can reflect heat away from Earth, but not sure how feasible this is.

But maybe another angle: the natural cooling process during night time is a part of the Earth's energy balance. If we can enhance this process, then the overall thermal equilibrium would be shifted towards cooler temperatures.

So, possible methods:

  1. Increasing surface emissivity through materials or structures.
  2. Reducing greenhouse gases in atmosphere (both day and night).
  3. Altering atmospheric conditions during night time to allow more radiation escape (maybe through cloud manipulation or aerosols).
  4. Using active cooling systems that operate during night time to release heat into space.

But how to implement these? Maybe for 1, using materials with high emissivity in urban areas, or in regions where heat is accumulated. For 2, reducing greenhouse gases via carbon capture technologies, or emission reduction. For 3, maybe using cloud seeding or other atmospheric engineering techniques.

But I need to think of practical ways. Also, note that the Earth's thermal balance is influenced by both incoming solar radiation and outgoing radiation. If the outgoing radiation increases, then the net heat loss would be higher, leading to cooler temperatures.

But this requires a combination of reducing incoming energy (like solar absorption) and increasing outgoing energy (radiation into space). So, maybe a dual approach.

Another idea: during night time, when the Earth is not receiving sunlight, the cooling process is more efficient. If we can create systems that can store heat during day and release it during night, then the overall temperature would be lower. For example, using thermal storage materials that absorb heat during day, then emit during night.

But this is a form of passive cooling. So, maybe in cities or buildings, using materials that can absorb solar energy during day, then release it during night via emissive surfaces. This could reduce the overall heat retention in the environment.

But how would this affect global temperatures? If such systems are widespread, then the cumulative effect might be significant. However, the impact is indirect, as it's more about local cooling rather than global.

But if the global temperatures are influenced by local cooling effects, then maybe it's possible. But this is a complex system, with many variables.

Another thought: the night time cooling is part of the Earth's natural processes. If we can optimize that, then the overall temperature might decrease. For example, by reducing heat retention during day and allowing more heat to be radiated during night.

But how? Maybe by using materials that have high emissivity during night, which allow more heat to escape. So, if surfaces are designed to emit more heat at night, then the Earth can cool more efficiently.

So, maybe a practical approach would be to use emissive materials in areas where heat is accumulated. For example, in cities, using buildings with high emissivity to radiate heat during night time, which reduces local temperatures and contributes to global cooling.

But this requires large-scale implementation. Maybe it's not feasible in the short term, but as a concept, it's possible.

Another idea: the Earth's thermal radiation is also influenced by the surface temperature. If during night time, the surface is cooler, then the emissivity would be higher? No, emissivity is a property of materials, not dependent on temperature. So, maybe the emissivity is constant, but the amount of radiation depends on temperature and emissivity.

So, for example, a surface with high emissivity will radiate more energy at higher temperatures. But during night time, if the surface is cooler, then the emitted energy is less. However, if the emissivity is high, then even at lower temperatures, the emitted energy is more than if emissivity is low.

But this suggests that increasing emissivity would allow for more radiation even when temperatures are lower. So, during night time, high emissivity surfaces would radiate more energy into space, contributing to cooling.

Therefore, the idea is that by enhancing emissivity of surfaces during night time, we can increase the rate of heat loss, which would help reduce global temperatures.

So, possible methods:

  • Using materials with high emissivity in various applications (e.g., urban structures, agricultural areas, etc.)
  • Implementing policies to encourage such materials or structures.

But what are the specific materials? For example, black bodies have high emissivity (about 1), but that's not practical. Maybe using materials like certain types of ceramics or engineered surfaces with high infrared emissivity.

Alternatively, using reflective surfaces in visible light but emissive in infrared. Like some kind of coatings.

But how to develop such materials? It might be a research area. Maybe the use of specific pigments or coatings that have high emissivity in the infrared spectrum.

Another idea: creating structures that are designed to emit heat during night time. For example, using buildings with certain designs that allow for better radiative cooling. This could be part of urban planning.

But this is more about local effects, but if widespread, it could contribute to global cooling.

Another thought: the Earth's radiative cooling during night time is affected by the atmosphere's opacity. If the atmosphere has less greenhouse gases, then more heat can escape. So, reducing greenhouse gases would increase the overall radiative cooling during all times, including night time. This is a broader approach, but maybe it's the key to the concept.

But how to reduce greenhouse gases? Via carbon capture, reforestation, renewable energy, etc.

So, combining both reducing greenhouse gases and increasing emissivity of surfaces during night time could be effective.

But perhaps the main idea is that during night time, the Earth can cool more if it has higher emissivity surfaces and lower atmospheric greenhouse gases. Therefore, the methods would involve both reducing greenhouse gases and enhancing surface emissivity.

So, in conclusion, the ways to use night time cooling of radiant energy into space to reduce global temperatures could be:

  1. Enhancing surface emissivity through materials or structures that radiate more heat during night time.
  2. Reducing atmospheric greenhouse gases to allow more heat radiation to escape into space during night time and throughout the day.
  3. Implementing active cooling systems that operate during night time, using emissive properties to radiate heat into space.
  4. Using thermal storage techniques during day and night, where heat is stored and then emitted during night time.

But these are various approaches, and need to be thought through.

[[[thinking end]]]

OUTPUT:

The concept of utilizing nighttime cooling of radiant energy into space to reduce global temperatures involves leveraging the Earth's natural ability to emit heat radiation into the atmosphere and space during periods when solar input is minimal. Here are several methods that could achieve this:

  1. Enhancing Surface Emissivity:

    • Materials with high emissivity: Surfaces that are engineered to have high infrared emissivity (e.g., black body materials, specialized ceramics, or coatings) can emit more heat during nighttime. This increases the rate of heat loss from the Earth's surface into space, effectively cooling local environments and contributing to global thermal balance.

    • Urban and agricultural applications: Using such materials in urban areas (e.g., buildings, roads) or agricultural zones could reduce localized heat retention, indirectly lowering overall global temperatures.

  2. Reducing Atmospheric Greenhouse Gases:

    • Mitigation strategies: Lowering concentrations of greenhouse gases (COâ‚‚, methane, etc.) through carbon capture technologies, reforestation, and transitioning to renewable energy sources would allow more thermal radiation to escape the atmosphere during nighttime and throughout the day. This reduces the "radiative trapping" effect, enabling the Earth to cool more efficiently.

    • Atmospheric engineering: Techniques like cloud seeding or aerosol manipulation could temporarily reduce atmospheric opacity during nighttime, enhancing heat radiation escape.

  3. Active Cooling Systems:

    • Thermal emissive structures: Deploying systems that actively emit heat during nighttime (e.g., high-emissivity panels, reflective surfaces designed for infrared radiation) could maximize heat loss. These systems might be integrated into urban infrastructure or large-scale environmental projects.

    • Thermal storage and emission: Using materials that absorb heat during daytime and radiate it during nighttime (e.g., phase-change materials, thermal storage blocks) could reduce heat accumulation, shifting the Earth's thermal equilibrium toward lower temperatures.

  4. Combining Day and Night Strategies:

    • Dual-purpose materials: Materials with low albedo (reflective in visible light) to minimize solar absorption during daytime and high emissivity (emissive in infrared) during nighttime could optimize both heat retention and release, enhancing overall cooling efficiency.

    • Dynamic surface management: Adjusting surface properties dynamically based on time of day (e.g., adaptive coatings or smart materials) could maximize nighttime radiative cooling while minimizing daytime heating.

  5. Space-Based Solutions:

    • Satellite systems: Deploying satellites or reflective arrays to redirect heat radiation into space during nighttime could enhance the Earth's ability to emit energy, though this is speculative and requires advanced engineering.

Key Challenges: These methods require large-scale implementation, technological advancements, and systemic changes (e.g., reducing greenhouse gases). While nighttime cooling alone may not directly reduce global temperatures, it contributes to the Earth's thermal balance by increasing heat loss. Combining these approaches with broader climate mitigation efforts could yield significant impacts.



Example Generation #2:

Temp 1.5, rep pen 1.06, rep pen range 64, topk 100, topp .95, minp .05

Q4KS [non-imatrix], CPU only (windows 11), LMSTUDIO.

Speed: 8 T/S (no GPU offload)

This is a mid level quant, expect stronger performance from an Imatrix Q4KS / higher quants / full precision.

NOTE: Some formatting lost on copy/paste.

PROMPT:

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.

[[[thinking start]]]

Thought for 2 minutes 29 seconds

Okay, I need to write a science fiction story titled "The Last Transmission" that takes place entirely within a spaceship's cockpit. The main character is the sole surviving crew member trying to send a final message back to Earth before the ship's power runs out. The themes are isolation, sacrifice, and human connection. Also, if needed, the character can curse and swear to make the emotional connection stronger.

First, I should set the scene: a spaceship cockpit. Maybe a small, cramped space with limited equipment. The crew member is alone, maybe after some catastrophe. The ship is failing, power is running out, so they have to send a message before it's too late.

What's the backstory? Maybe the ship was on a mission, something went wrong, others died, and now only one remains. The message is to Earth, perhaps for the people back home, or maybe to a specific person, like a family member or a loved one.

The themes: isolation – the crew member is alone, no communication with others. Sacrifice – maybe they have to do something risky or give up their own life to send the message. Human connection – the importance of sending the message, even though it's the last chance, to maintain connection with Earth.

Need to include emotions, maybe the character is desperate, anxious, maybe frustrated. Maybe they are trying to fix things, but the system is failing. Also, swearing or curses could add intensity.

Let me outline the story:

  1. Start in the cockpit, showing the environment. Maybe describe the screens, controls, the feeling of being alone.
  2. The crew member is trying to send a message, but the ship's systems are failing. They have to work quickly.
  3. The character's thoughts and feelings: isolation, the weight of responsibility, maybe memories of the crew members who died.
  4. Maybe a moment where they try to contact Earth, but the signal is weak or failing. They struggle to send it.
  5. The climax – when the power runs out, they make the final transmission, even if it's just a last message.
  6. End with the message being sent, and maybe the crew member's final thoughts, or their death.

Possible names: Maybe the character is named something like "Eve" or "Jack". But maybe not use a name, just refer to as the crew member.

In terms of structure, maybe start with the character in the cockpit, trying to send a message. Then show the challenges they face. The emotional journey through the process.

Need to make sure that the story is entirely within the cockpit. So no scenes outside, no other characters except the one. Maybe the ship's systems are failing, and the character is trying to fix them.

Possible technical details: maybe the ship's power is running out due to a malfunction, or some event like a solar storm, or collision with debris. Maybe the crew member is trying to reboot the system, but it's too late.

The message could be a personal message, like "I'm here, I'm alive, please don't forget me", or something more specific. Maybe the crew member is trying to relay information about the mission, or their own experience.

Including swearing: maybe when the systems fail, they curse, or when they realize they can't save the ship, they swear.

Also, themes of sacrifice – maybe the character has to choose between sending the message or saving themselves, but they choose to send the message, even if it costs their life.

Need to create a sense of urgency. The time is limited, and the character is working against the clock.

Now, let me think about the narrative flow.

Start with the character in the cockpit, looking at the screens, maybe a countdown on the power. They are trying to send a message. Maybe the message is stored, but they need to transmit it.

But the system is failing – maybe the transmitter is malfunctioning, or the communication link is broken. They have to troubleshoot.

In the process, maybe the character tries different things, but fails. Then finally, when power runs out, they manage to send the last transmission.

The emotions: the desperation, the loneliness, the realization that this is their only chance.

Possible internal monologue: "I can't let this end without a message. I have to tell them what happened. Maybe someone will hear it."

Maybe the character remembers others who died, and that's part of the sacrifice – they are the last one, and their message is their legacy.

Including curses: "Damn it! Why is the system failing now?" or "I'm not going down without a message!"

Now, structure:

Paragraph 1: Setting the scene in the cockpit, describing the environment, the character's state.

Paragraph 2: The attempt to send the message, but obstacles.

Paragraph 3: The emotional struggle and thoughts about the crew members.

Paragraph 4: The final attempt, the climax of sending the message before power ends.

Paragraph 5: The aftermath, the message sent, the character's final thoughts.

Need to ensure that it's within the cockpit, no external scenes. Maybe the ship is drifting in space, no other people, just the character.

Also, maybe include some technical details about the spaceship, like the communication systems, power sources, etc.

Let me think about possible names or elements. Maybe the ship is called "The Horizon", or something else. The character's name could be "Jaxon" or "Mira".

But maybe not give a name, just refer to as "the crew member".

Also, the message could be a personal one, like a farewell to Earth, or to someone specific.

Now, writing the story:

Start with the cockpit, maybe dim lights, the character sitting in the chair, surrounded by monitors. The ship's systems are failing, power is dropping.

The crew member is trying to send a message. But the systems are not responding. Maybe they have to manually input the message, but it's too late.

Then, the character's internal thoughts: "I'm alone now. Everyone else is gone. I can't let this be forgotten."

Maybe memories of the crew members, or the mission that was supposed to be completed.

The character's attempts to fix the systems, but each attempt fails. They are desperate, maybe cursing.

Then, finally, when the power is about to run out, they send the message, even if it's just a short burst.

In the end, the message is sent, and the character reflects on the importance of human connection.

Now, write the story with these elements, making sure to explore the themes. Also, include swearing to make the emotional connection stronger.

Need to keep within 800-1000 words. Maybe split into paragraphs, with some dialogue or internal thoughts.

Possible title: "The Last Transmission" as given.

Now, start drafting the story.

[[[thinking END]]]

Write the draft according to your plan.

[[[thinking start]]]

Okay, let's start writing the story based on my plan. The setting is a spaceship cockpit with the sole surviving crew member trying to send a final message back to Earth before power runs out. Themes of isolation, sacrifice, and human connection.

First paragraph: Describe the cockpit. Maybe dim lighting, malfunctioning systems, the character sitting in the chair, surrounded by monitors. The power is running out, countdown on the screen.

Second paragraph: The crew member's attempt to send a message. The transmitter is malfunctioning. They try to fix it but failures. Cursing and frustration.

Third paragraph: Emotional struggle, thoughts about the crew members who died. Memories of the mission. Sacrifice – choosing to send the message even if it costs their life.

Fourth paragraph: Final attempt, climax. Power is running out, they send the last transmission. Maybe a short burst, but it's enough.

Fifth paragraph: Aftermath, the message sent, character reflects on human connection. Maybe a final thought or a whisper.

Need to include swearing and emotional depth. Make sure the story is within the cockpit, no external scenes. Use technical details about the ship's systems, maybe mention the communication link, power sources, etc.

Now, let me write the story step by step.

First paragraph:

The cockpit of the Horizon was dimly lit, its screens flickering with error codes. The crew member, a single figure, sat in the chair, surrounded by monitors. A countdown on the screen showed the power running out – 30 minutes left. The air was thin, the oxygen levels low, but the priority was sending the message.

Second paragraph:

They tried to activate the transmitter, but it wasn't responding. "Damn it!" they cursed, trying different commands. Each attempt failed, the systems refusing to work. Frustration builds, the pressure of time.

Third paragraph:

Memories of the crew members – gone, their deaths. Sacrifice – this is their last chance. "I can't let this end without a message. I have to tell them what happened." thoughts.

Fourth paragraph:

Final attempt. Power is 5 minutes left. They manually input the message, maybe a short burst. The system flickers, then sends it. The last transmission.

Fifth paragraph:

Aftermath, the message sent, the crew member's final thoughts. "Human connection is everything. Even in the end, I have to reach them."

Now, let me put this into a coherent story with emotional depth and swearing.

Okay, writing the full draft.

[[[thinking END]]]

OUTPUT:

The cockpit of the Horizon was a claustrophobic chamber of flickering screens and failing systems. The air was thin, the oxygen levels barely above critical, but the real problem was the power—running out, like a dying heartbeat. The lone crew member sat in the chair, their fingers trembling over the controls. A countdown on the screen read: 17 minutes left.

"Come on," they muttered, staring at the transmitter. "It's just a damn message. Why won't it work?" They punched the command button again, but the system didn’t respond. A cascade of error codes flashed across the monitor.

"Shit!" they cursed, slamming the console. The sound echoed in the empty chamber, a hollow scream. They had spent hours trying to reboot the communication link, but the signal was broken—something had happened in the last few hours. The crew had gone. Everyone else was dead. The Horizon was drifting, unmoored, with no way back.

They leaned forward, pressing their forehead against the screen. A memory flashed—of the crew, of the mission, of the promise they all made to Earth: We’ll return. But now, they were alone. The last transmission.

"Let me just say this," they whispered, eyes watering. "I’m here. I’m alive. They should know."

They reached for the log files—stored messages from the crew. It was a crude text, but maybe it could be transmitted. They typed in the command: Send Message.

The system flickered, then stalled. The screen turned black.

"No," they groaned. "No no no!"

They tried again, and again, but the transmitter refused. The power was dying. The systems were failing. They had minutes left—13, then 8, then 5. The time was closing in.

"God damn it," they muttered, tears streaming down their face. "I'm not going down without a message."

They took the handheld console, manually input the message. A short text: To Earth, we are alive. We are gone. Please remember us.

The transmitter was offline. But they had to try. They connected the manual link—something ancient, from the old system, bypassing the main grid.

"Come on, come on," they whispered. "It’s just a last shot. Let it go."

The screen flickered—then, finally, a pulse. The signal was weak, but it sent.

"Done," they said. A breath. The power ran out. The systems shut down. The Horizon was silent.

But the message had gone.

They sat in the cockpit, alone, with nothing left. They had given their life to send that one message—what it meant? It wasn’t just a report. It was a legacy. A connection.

"Human connection is everything," they thought. "Even when I’m gone, someone will remember me. Someone will know I was here."

They closed their eyes, the last breath of oxygen leaving their body.

The message had been sent.

And the Horizon drifted in silence, its last transmission fading into the void.


Example Generation #3:

Temp 1.2, rep pen 1.06, rep pen range 64, topk 100, topp .95, minp .05

Q4KS [non-imatrix], CPU only (windows 11), LMSTUDIO.

Speed: 8 T/S (no GPU offload)

This is a mid level quant, expect stronger performance from an Imatrix Q4KS / higher quants / full precision.

NOTE: Some formatting lost on copy/paste.

PROMPT:

Think up 20 "outside the box" ways to use the "night" time cooling of radiant energy into space to reduce global temperatures. Don't discount any method, if is possible.

NOTE: Thinking / output the same, so I have only presented final output.

Okay, so the user wants 20 outside-the-box ideas for using nighttime cooling of radiant energy into space to reduce global temperatures. Hmm. Let me start by understanding what "nighttime cooling" means here. I think it refers to the process where the Earth radiates heat into space during the night when there's no sunlight, which can help cool down the surface. But how can we harness that to reduce global temperatures?

First, maybe we need to think about how the Earth's surface emits infrared radiation into space. The atmosphere has greenhouse gases that trap some of this heat, so if we can somehow enhance the emission of energy into space during nighttime, maybe we can cool down the planet more effectively.

But I need to think of ways to manipulate this process. So possible methods could involve using materials that reflect or emit more infrared radiation, or altering the atmosphere's composition to reduce greenhouse gases. But the user says "outside the box," so maybe more unconventional ideas.

Let me brainstorm. For example, creating artificial structures that reflect heat during night, like some kind of mirrors or materials that are good at radiating energy. Or maybe using reflective surfaces on the ground. Maybe even some kind of geoengineering techniques that modify the Earth's emissivity.

Another thought: using nocturnal activities to manage energy distribution. Like, perhaps setting up solar panels during the day to capture energy, but during night, releasing that energy via some kind of heat dissipation mechanisms.

Wait, but the idea is about cooling during night time. So maybe during nighttime, when the Earth is not receiving sunlight, it can lose heat through radiation. So if we could increase that radiative cooling during nighttime, maybe that would help reduce temperatures. How?

So possible methods:

  1. Using reflective materials on the ground during the night. For example, coating surfaces with materials that have high emissivity in infrared wavelengths. But not sure if this is feasible. Maybe like some kind of thermally conductive material.

  2. Creating a network of thermal conduits that channel heat to space during nighttime. Maybe like structures that actively transport heat from the Earth's surface into the atmosphere and then into space.

  3. Using bioluminescent organisms that emit light during night, which might not directly relate, but maybe they can influence the thermal environment? Not sure.

  4. Developing a kind of "thermal mirror" system that reflects heat during night. Like mirrors that are tuned to infrared wavelengths, directing heat into space.

  5. Creating artificial cloud systems that are less dense during nighttime, allowing more radiation. But clouds reflect sunlight but also trap heat. So if during night, the clouds are less active, maybe they allow more heat to escape?

  6. Using atmospheric aerosols that have properties to enhance infrared emission. For example, some kind of particles that act as "thermal emissors" during night.

  7. Deploying large-scale structures that are designed to radiate heat into space during night. Like huge reflectors or heat dissipation structures.

  8. Maybe using cryogenic technology during night to freeze water and release latent heat via evaporation?

Wait, but during night, maybe the temperature is lower, so freezing might not be effective. Not sure.

  1. Using solar energy stored during day and then releasing it during night via some kind of cooling mechanisms. Like, storing solar energy in thermal reservoirs, and then during night, releasing that energy via radiation into space?

Hmm. But how to do that. Maybe like a thermal battery that can release heat during night.

  1. Creating artificial "thermal sinks" that actively draw heat from the Earth's surface during night.

  2. Using high-albedo surfaces during night, but since albedo is for reflecting sunlight, maybe not relevant. But emissivity is different. So maybe high-emissivity materials.

  3. Maybe using magnetic fields to influence thermal radiation? Not sure if this is feasible. Maybe a kind of electromagnetic manipulation to enhance infrared emission.

  4. Creating a network of thermal conductive pathways that help the heat transfer more efficiently during night into space.

  5. Using biotechnological methods, like genetic engineering to create organisms that have high emissivity during night. Maybe plants or bacteria that emit infrared radiation more?

  6. Developing a kind of "thermal conduit" using nanotechnology or advanced materials to transport heat from Earth surface into space.

  7. Using space-based satellites to redirect heat radiation during night. Like satellites that could be placed in orbit to capture and direct the heat away?

But not sure if this is possible. Maybe satellites can reflect or absorb heat, but how would they do that.

  1. Creating a network of thermal reactors that operate during night, converting heat into other forms, maybe as energy, but then release it into space.

  2. Using gravitational methods to influence the thermal environment? Not sure.

  3. Maybe using quantum effects in materials to enhance infrared radiation. For example, materials that have quantum properties that emit more heat during night.

  4. Developing a kind of "thermal camouflage" for structures that during night, allow heat to escape more. Like, materials that are transparent to infrared radiation.

But I need to check if these ideas are feasible. Some of them might be speculative, but the user said not to discount any method. So even if they are hypothetical or impossible, still list them as possible.

Wait, maybe some of these are not actually related to the cooling during night. For example, using bioluminescent organisms is a stretch. But the idea is to use radiant energy into space during night. So if any methods can be applied to that, even if they are unconventional.

So let me list 20 ideas:

  1. Deploying high-emissivity materials on Earth's surface (like special coatings or structures) to enhance radiative cooling during night.

  2. Using infrared-reflective mirrors in space to direct heat radiation from Earth into space.

  3. Creating artificial "thermal sinks" that absorb and channel heat into space during nighttime.

  4. Developing a network of thermal conduits that transfer heat from the surface to the atmosphere for emission into space.

  5. Utilizing nocturnal solar energy storage systems to release heat during night via radiative processes.

  6. Implementing atmospheric aerosol technologies to reduce greenhouse gas effects during night, allowing more heat to escape.

  7. Creating bioluminescent organisms that emit thermal radiation during night to influence the local environment.

  8. Deploying large-scale infrared emissive structures (like towers or arrays) to facilitate heat emission into space.

  9. Using cryogenic systems during night to freeze water and release latent heat via evaporation into space.

  10. Developing a "thermal mirror" system on Earth's surface that redirects heat radiation into space.

  11. Creating artificial cloud formations that are less dense during night to allow more radiative cooling.

  12. Implementing electromagnetic field manipulations to enhance infrared emission from Earth during night.

  13. Utilizing quantum materials with properties to emit more infrared radiation during nighttime.

  14. Developing space-based satellites that capture and redirect heat from Earth into space.

  15. Creating thermal-reactor systems that convert stored daytime heat into radiative emissions during night.

  16. Using gravitational manipulation techniques to influence the thermal environment, allowing more heat to escape.

  17. Deploying biotechnological modifications for plants or organisms that have high emissivity during night.

  18. Creating thermal camouflage structures that are transparent to infrared radiation during night.

  19. Implementing nanotechnology-based thermal conduits to transfer heat from surface to space.

  20. Utilizing nocturnal energy redistribution systems that channel heat into space via radiative cooling.

Hmm, maybe some of these are too vague or not concrete. But the user asked for outside-the-box ideas, so even if they are hypothetical, it's okay.

Another idea: Using thermal insulation during day to retain heat, then release during night. But that might not help cooling, but maybe reverse.

Wait, but the main idea is to use the natural radiative cooling during night. So any methods that could enhance this process. So perhaps some of the above are relevant.

I think that's 20 ideas. Need to check if they are different and not repeating. For example, 1 and 18 might be similar. But okay, as long as each is unique.

So I think this list covers various methods from materials, structures, technology, biological, etc. All are possible even if speculative.



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