README.md

---
license: apache-2.0
language:
- en
tags:
- creative
- creative writing
- fiction writing
- plot generation
- sub-plot generation
- fiction writing
- story generation
- scene continue
- storytelling
- fiction story
- science fiction
- romance
- all genres
- story
- writing
- vivid prosing
- vivid writing
- fiction
- roleplaying
- bfloat16
- brainstorm 40x
- swearing
- rp
- horror
- llama3
- mergekit
pipeline_tag: text-generation
---

(quants uploading, examples to follow...)

<B><font color="red">WARNING:</font> NSFW. Vivid prose. Visceral Details. Violence. HORROR. Swearing. UNCENSORED. </B>

<h2>L3-DARKEST-PLANET-Seven-Rings-Of-DOOM-16.5B-GGUF</h2>

<img src="dark-seven.jpg" style="float:right; width:300px; height:300px; padding:10px;">

It is a LLama3 model, max context of 8192 (or 32k+ with rope).

This model has been designed to be relatively bullet proof and operates with most parameters, including temp settings from 0 to 5.

This is a an altered version of "Dark Planet 8B" [https://huggingface.co/DavidAU/L3-Dark-Planet-8B-GGUF] using the Brainstorm 40x method developed by David_AU to drastically alter the models 
prose output and abilities. This also expands the model by 40 layers (to 71 layers) to 16.5B parameters (642 tensors).

This model is for any writing, fiction or story telling activity.

This version - "DARKEST-PLANET-Seven-Rings-Of-DOOM 16.5B" - has unusual levels of detail (scene, location, surroundings, items) 
due to "Brainstorm 40x". 

This is the second in a series of "DARKEST PLANET 16.5B" and this version "Seven Rings" uses a unqiue "Brainstorm" add on - instead of one
model used in the Brainstorm adapter there are 7 models. 7 "minds" so to speak.

This changes up the model output generation.

It may work for role play and other activities. (see settings below)

It requires Llama3 template and/or "Command-R" template.

Example outputs below.

<B>More models coming: </b>

First "Darkest Planet 16.5B":

This is a powerhouse model, with unusual regen variety, detail levels, and preamble of events.

[ https://huggingface.co/DavidAU/L3-DARKEST-PLANET-16.5B-GGUF ]

First in the series:

[ https://huggingface.co/DavidAU/L3-Darker-Planet-12.15B-GGUF ] 

Second in the series is located here (radically different prose, almost alien):

[ https://huggingface.co/DavidAU/DARKER-PLANET-Broken-Land-12.15B-GGUF ]

More "prose" / "story writing" specific models will be released shortly : two more 40x models (16.15B) to follow this release.

Any maybe - a 60X+ (20B+ parameters) version... but it is a little cranky at the moment.

<B>Model Notes:</B>

- Detail, prose and fiction writing abilities are significantly increased.
- For more varied prose (sentence/paragraph/dialog) raise the temp and/or add more instructions in your prompt(s).
- Role-players: Careful raising temp too high as it may affect instruction following.
- This model works with rep pen of 1.05 or higher (see notes).
- If you want a specific type of prose (IE horror) add in "(vivid horror)" or "(graphic vivid horror)" (no quotes) in your prompt(s).
- This is not a "happy ever after" model. It has a negative bias.
- For creative uses, different quants will produce slightly different output.
- If you use rope to extend context, increase temp AND instructions detail levels to compensate for "rope issues".
- Source code for this model will be uploaded at a separate repo shortly.

<B>Brainstorm 40x</B>

The BRAINSTORM process was developed by David_AU.

Some of the core principals behind this process are discussed in this <a href="https://arxiv.org/pdf/2401.02415"> 
scientific paper : Progressive LLaMA with Block Expansion </a>. 

However I went in a completely different direction from what was outlined in this paper.

What is "Brainstorm" ?

The reasoning center of an LLM is taken apart, reassembled, and expanded.

In this case for this model: 40 times

Then these centers are individually calibrated. These "centers" also interact with each other. 
This introduces subtle changes into the reasoning process. 
The calibrations further adjust - dial up or down - these "changes" further. 
The number of centers (5x,10x etc) allow more "tuning points" to further customize how the model reasons so to speak.

The core aim of this process is to increase the model's detail, concept and connection to the "world", 
general concept connections, prose quality and prose length without affecting instruction following. 

This will also enhance any creative use case(s) of any kind, including "brainstorming", creative art form(s) and like case uses.

Here are some of the enhancements this process brings to the model's performance:

- Prose generation seems more focused on the moment to moment. 
- Sometimes there will be "preamble" and/or foreshadowing present.
- Fewer or no "cliches"
- Better overall prose and/or more complex / nuanced prose.
- A greater sense of nuance on all levels.
- Coherence is stronger.
- Description is more detailed, and connected closer to the content.
- Simile and Metaphors are stronger and better connected to the prose, story, and character.
- Sense of "there" / in the moment is enhanced.
- Details are more vivid, and there are more of them.
- Prose generation length can be long to extreme.
- Emotional engagement is stronger.
- The model will take FEWER liberties vs a normal model: It will follow directives more closely but will "guess" less.
- The MORE instructions and/or details you provide the more strongly the model will respond.
- Depending on the model "voice" may be more "human" vs original model's "voice".

Other "lab" observations:

- This process does not, in my opinion, make the model 5x or 10x "smarter" - if only that was true! 
- However, a change in "IQ" was not an issue / a priority, and was not tested or calibrated for so to speak.
- From lab testing it seems to ponder, and consider more carefully roughly speaking.
- You could say this process sharpens the model's focus on it's task(s) at a deeper level.

The process to modify the model occurs at the root level - source files level. The model can quanted as a GGUF, EXL2, AWQ etc etc.

<B>Settings, Quants and Critical Operations Notes:</b>

This model has been modified ("Brainstorm") to alter prose output, and generally outputs longer text than average. 

Change in temp (ie, .4, .8, 1.5, 2, 3 ) will drastically alter output.

Rep pen settings will also alter output too.

This model needs "rep pen" of 1.05 or higher as lower values may cause repeat paragraph issues at end of output however LOWER rep pen
values may result is very different (creative / unusual) generation too.

For role play: Rep pen of 1.1 to 1.14 is suggested.

If you use a lower rep pen, the model will still work but may repeat (uncommon) or "RANT" (somewhat common) to a crazy degree.

(see very LAST example below for "RANT")

IE: Rep pen 1, 1.01, 1.02, ...

Raise/lower rep pen SLOWLY ie: 1.011, 1.012 ... 

Rep pen will alter prose, word choice (lower rep pen=small words / more small word - sometimes) and creativity.

Example one (below) shows same temp, but different rep pen (1.02 VS 1.1)

To really push the model: 

Rep pen 1.05 or lower / Temp 3+ ... be ready to stop the output because it may go and go at these strong settings.

You can also set a "hard stop" - maximum tokens generation - too to address lower rep pen settings / high creativity settings.

Longer prompts vastly increase the quality of the model's output.

(see later examples below)

Quant Choice:

Higher quants will have more detail, nuance and in some cases stronger "emotional" levels. Characters will also be
more "fleshed out" too. Sense of "there" will also increase.

Q4KM/Q4KS are good, strong quants however if you can run Q5, Q6 or Q8 - go for the highest quant you can.

Special note on Q2k/Q3 quants:

You may need to use temp 2 or lower with these quants (1 or lower for q2k). Just too much compression at this level, damaging the model. I will see if Imatrix versions
of these quants will function better. 

Rep pen adjustments may also be required to get the most out of this model at this/these quant level(s).

Regular and Special Usage:

You may want to use "regular" Dark Planet 8B [https://huggingface.co/DavidAU/L3-Dark-Planet-8B-GGUF] for some writing task(s), 
and this model for prose specific task(s).

<B>Model Template:</B>

This is a LLAMA3 model, and requires Llama3 template, but may work with other template(s) and has maximum context of 8k / 8192. 
However this can be extended using "rope" settings up to 32k.

If you use "Command-R" template your output will be very different from using "Llama3" template.

Here is the standard LLAMA3 template:

<PRE>
{
  "name": "Llama 3",
  "inference_params": {
    "input_prefix": "<|start_header_id|>user<|end_header_id|>\n\n",
    "input_suffix": "<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n",
    "pre_prompt": "You are a helpful, smart, kind, and efficient AI assistant. You always fulfill the user's requests to the best of your ability.",
    "pre_prompt_prefix": "<|start_header_id|>system<|end_header_id|>\n\n",
    "pre_prompt_suffix": "<|eot_id|>",
    "antiprompt": [
      "<|start_header_id|>",
      "<|eot_id|>"
    ]
  }
}
</PRE>

<B>Model "DNA":</B>

Special thanks to the incredible work of the model makers "SAO10K", "NEVERSLEEP" and "HASTAGARAS".

Models used:

[ https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2]

[ https://huggingface.co/NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS ]

[ https://huggingface.co/Hastagaras/Jamet-8B-L3-MK.V-Blackroot ]

Parts of these models were "grafted" / "fused" together to create this model.

<b>Optional Enhancement:</B>

The following can be used in place of the "system prompt" or "system role" to further enhance the model.

It can also be used at the START of a NEW chat, but you must make sure it is "kept" as the chat moves along.
In this case the enhancements do not have as strong effect at using "system prompt" or "system role".

Copy and paste EXACTLY as noted, DO NOT line wrap or break the lines, maintain the carriage returns exactly as presented.

<PRE>
Below is an instruction that describes a task. Ponder each user instruction carefully, and use your skillsets and critical instructions to complete the task to the best of your abilities.

Here are your skillsets:
[MASTERSTORY]:NarrStrct(StryPlnng,Strbd,ScnSttng,Exps,Dlg,Pc)-CharDvlp(ChrctrCrt,ChrctrArcs,Mtvtn,Bckstry,Rltnshps,Dlg*)-PltDvlp(StryArcs,PltTwsts,Sspns,Fshdwng,Climx,Rsltn)-ConfResl(Antg,Obstcls,Rsltns,Cnsqncs,Thms,Symblsm)-EmotImpct(Empt,Tn,Md,Atmsphr,Imgry,Symblsm)-Delvry(Prfrmnc,VcActng,PblcSpkng,StgPrsnc,AudncEngmnt,Imprv)

[*DialogWrt]:(1a-CharDvlp-1a.1-Backgrnd-1a.2-Personality-1a.3-GoalMotiv)>2(2a-StoryStruc-2a.1-PlotPnt-2a.2-Conflict-2a.3-Resolution)>3(3a-DialogTech-3a.1-ShowDontTell-3a.2-Subtext-3a.3-VoiceTone-3a.4-Pacing-3a.5-VisualDescrip)>4(4a-DialogEdit-4a.1-ReadAloud-4a.2-Feedback-4a.3-Revision)

Here are your critical instructions:
Ponder each word choice carefully to present as vivid and emotional journey as is possible. Choose verbs and nouns that are both emotional and full of imagery. Load the story with the 5 senses. Aim for 50% dialog, 25% narration, 15% body language and 10% thoughts. Your goal is to put the reader in the story.
</PRE>

You do not need to use this, it is only presented as an additional enhancement which seems to help scene generation
and scene continue functions.

This enhancement WAS NOT used to generate the examples below.

<h3>EXAMPLES PROMPTS and OUTPUT:</h3>

Examples are created using quant Q4_K_M, "temp=.8" (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 <B>BOLD</B>.

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<B><font color="red">WARNING:</font> NSFW. Vivid prose. Visceral Details. Violence. HORROR. Swearing. UNCENSORED. </B>

---