Caution: The training for this model is intense enough to alter "real world facts", and bring them in part into the SG1 Universe.
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 is specifically for SG1 (Stargate Series), science fiction, story generation (all genres) but also does coding and general tasks too.
This model can also be used for Role play.
Fine tune (2 epochs, using Unsloth for Win 11) on an inhouse generated dataset to simulate / explore the Stargate Universe.
This version has the "canon" of 1 thru 5 seasons of SG1.
Fine tune process adds knowledge to the model, and alter all aspects of its operations.
Example generations at the bottom of this page.
This is a Stargate (SG1) fine tune (11% of the model, close to 700 million parameters), 2 epochs on this model (a 4B model + Brainstorm 20x adapter)
This model requires:
Settings used for testing (suggested):
As this is an instruct model, it will also benefit from a detailed system prompt too.
QUANTS:
GGUF? GGUF Imatrix? Other?
Special thanks to Team Mradermacher, Team Nightmedia and other quanters!
See under "model tree", upper right and click on "quantizations".
New quants will automatically appear.
CHANGE THE NUMBER OF ACTIVE EXPERTS:
See this document:
https://huggingface.co/DavidAU/How-To-Set-and-Manage-MOE-Mix-of-Experts-Model-Activation-of-Experts
Settings: CHAT / ROLEPLAY and/or SMOOTHER operation of this model:
In "KoboldCpp" or "oobabooga/text-generation-webui" or "Silly Tavern" ;
Set the "Smoothing_factor" to 1.5
: in KoboldCpp -> Settings->Samplers->Advanced-> "Smooth_F"
: in text-generation-webui -> parameters -> lower right.
: In Silly Tavern this is called: "Smoothing"
NOTE: For "text-generation-webui"
-> if using GGUFs you need to use "llama_HF" (which involves downloading some config files from the SOURCE version of this model)
Source versions (and config files) of my models are here:
OTHER OPTIONS:
Increase rep pen to 1.1 to 1.15 (you don't need to do this if you use "smoothing_factor")
If the interface/program you are using to run AI MODELS supports "Quadratic Sampling" ("smoothing") just make the adjustment as noted.
Highest Quality Settings / Optimal Operation Guide / Parameters and Samplers
This a "Class 1" 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) please see:
You can see all parameters used for generation, in addition to advanced parameters and samplers to get the most out of this model here:
Example Generation Q4KS , a low/mid level quant - expect better results at higher quants/imatrix etc
Temp .65
Write the opening scene for a SG1 episode about time travel (that hints of horror to come) 1000 words in length.[[[thinking start]]]
Okay, the user wants me to write the opening scene for a Stargate SG1 episode about time travel with horror elements. It needs to be exactly 1000 words. Hmm, they're probably a SG1 fan who enjoys sci-fi horror tropes - maybe they've watched the original movies or shows like Back to the Future for inspiration.
First I need to nail the tone. SG1 episodes usually have military precision but with that signature Daniel Jackson "weird science" vibe. The horror hint should feel organic, not cheap jumpscares. Since it's time travel, I'll reference the Goa'uld and Jaffa as the threat - that feels authentic.
For structure: Opening shot of SG-1 preparing to go through the gate. Teal'C gets a weird vision (classic SG1 stuff), Jack's skeptical but Daniel notices something's wrong with the dialing sequence. Then the wormhole appears but instead of Earth they're transported to 1920s Chicago. The horror comes from seeing the same people in period costumes acting like they know SG-1, plus that creepy "ghost" image Teal'C saw. Must build dread slowly.
Word count is tight at 1000 words so I'll be efficient. Start mid-action to grab attention immediately. Use sensory details - smell of rain on concrete, sounds of horse carriages, that weird static noise when the wormhole activates. Teal'C's vision should feel real but ambiguous enough that the audience questions if it's real or imagined.
Key horror cues: The woman in the dress must be identical to Daniel's wife (but obviously not from his timeline), and Jack's voice saying "Hello?" should make it feel like a communication attempt from someone who shouldn't exist. That "we've been waiting for you" line is perfect psychological dread - implies they're already dead or trapped.
I'll end on the team realizing what's happening but not fully understanding yet. The gate closing behind them creates that scary "what if they go back and cause a paradox?" question. Leaving it ambiguous makes SG1 fans imagine the rest while still feeling the horror.
For authenticity checks: Make sure the Stargate jargon sounds right, reference real Chicago landmarks (Monument to the Great Chicago Fire), keep the Goa'uld threat consistent with other episodes but hint they're manipulating time rather than physically attacking. Daniel's character must show his scientific curiosity contrasting with the others' fear.
checks word count mentally Opening shot (80 words) - dialing sequence malfunction (150) - transportation to 1920s Chicago (200) - encounter with the woman and Teal'C's vision (250) - Jack's voice line (120) - escape attempt and gate closing (200). That should hit 1000.
Biggest risk is making it too scary but since they asked for "hints of horror" I'll go for slow burn. No jump scares, just unbearable tension through implication. The phrase "they weren't from our time" is enough to make anyone shiver. Ending on the gate disappearing while SG-1 stands frozen? Perfect horror hook.
Final touch: Drop a subtle clue about the Goa'uld being involved (like Teal'C seeing their eyes) so later episodes can tie it together without spoiling. Okay time to write.
[[[thinking end]]]
The Stargate hummed with an almost subsonic thrum, casting long shadows across the cavernous chamber. SG-1 stood in a tight circle around the iris, their gear heavy and their faces tense. Jack O'Neill adjusted his glasses, squinting at the symbols on the dial. "Teal'C," he said, his voice tight with concern, "we've got a problem."
Teal'C didn't look up from the shimmering glyphs before him. His eyes were closed, his brow furrowed as if wrestling with some internal battle. "The symbols appear to be correct," he finally murmured, his voice barely audible over the low thrum of the Gate.
Daniel Jackson shifted uncomfortably. "Teal'C, did you see something?" he asked quietly, his fingers nervously tracing the edge of his belt. "Something... wrong?"
Jack glanced at Sam Carter, who was studying a handheld device she had been using to scan the gate's symbols. "Nothing's wrong with the dialing sequence, Daniel," Jack said firmly, his voice cutting through the tense silence like a blade. "The iris is open."
Sam looked up from her screen. "It's fine, Sir. The symbols are correct. There's no signal from Earth. But the wormhole appears to be active."
Jack nodded slowly. "Good. Let's go." He turned to Teal'C. "We've got to get back."
Teal'C opened his eyes and shook his head. "I... I do not understand."
The iris flared, and SG-1 was suddenly thrown into a violent vortex of light and sound. When the spinning stopped, they were standing in the middle of a city street. The air was thick with smoke from distant fires and the smell of horse dung and coal smoke was overpowering.
"Whoa!" Jack gasped as he stumbled. "What the hell?"
Sam spun around to face the crowd that had gathered around them. "Oh, my God..." she breathed as she recognized several familiar faces. "That's... that's... us."
She pointed at a man in a top hat and tuxedo who was staring at SG-1 with an expression of shock on his face. "That's me," Sam said nervously.
Jack turned to Daniel, who was staring ahead in disbelief. "Daniel?"
Teal'C stepped forward, his eyes scanning the crowd. "There are many of you here," he observed, his tone flat and clinical despite the obvious fear in his voice. "Many of you appear familiar."
Jack put his hand on his gun, his heart pounding. "Well, that's weird. We just came through the Gate. There's no way we could have been here before."
A woman dressed in elaborate 1920s attire approached them slowly, her eyes locking onto Jack's. Her smile was kind but her eyes seemed to glow with an unnatural light. She spoke in a voice that sounded exactly like Daniel's.
"Hello?" she asked, her smile wide and welcoming.
Jack felt his stomach drop. "Uh... hello?" he replied awkwardly.
Teal'C turned to the woman, his eyes narrowing. "Your presence is strange. You are not from our time."
She looked confused for a moment before she said something in a language that sounded like English but with a strange accent. Jack heard her words and realized they were a translation of what Teal'C had said.
Sam gasped as she recognized the woman who stood next to her. "Oh my God... it's... it's me. I don't know how this is possible. Did we travel back in time?"
The woman turned to Sam, and her eyes seemed to glow even brighter. "We've been waiting for you."
Jack felt his blood run cold as he realized that the woman was saying it to him. He didn't understand what she meant but the words felt familiar somehow.
"Daniel? Daniel, are you alright?" Jack asked, reaching out to touch his friend's shoulder. Daniel looked at him and shook his head.
Teal'C turned to the woman and spoke in a language that sounded like English but with a strange accent. "Who are you?"
She looked at Teal'C for a moment before she said something else. Jack heard Teal'C respond and realized she was telling them about her time, but he couldn't quite understand what she meant.
"Teal'C, what are you talking about?" Jack asked, confused.
Sam stepped in between them. "It's okay, Sir. We just... we need to get out of here."
Jack looked at the woman who had been speaking to Teal'C and realized that her eyes were glowing again.
"Come on!" Sam said as she grabbed Jack's hand and pulled him towards the crowd. "Let's get out of here!"
The woman seemed to glow even brighter as she watched them go. Jack could feel her gaze burning into his back, but he didn't dare turn around.
They ran down the street past other people who seemed to be watching them with a mixture of curiosity and fear. Jack tried to keep his eyes forward but couldn't shake the feeling that someone was following him.
"Teal'C?" he called out, trying to find his friend in the crowd.
Teal'C looked back at Jack and gave a slow nod before turning away.
Sam pulled Jack out of the crowd and they ran towards a street corner. There, Teal'C stood under a flickering streetlamp, his eyes glowing with an unnatural light.
"Daniel?" Jack called out.
Sam and Teal'C looked at him nervously.
Jack stepped forward. "Daniel? Daniel, what happened?"
Teal'C didn't respond but turned and walked away.
Sam grabbed Jack's hand. "We need to get out of here," she said quietly.
Jack nodded. "Yeah. Let's just... just go."
They ran down the street, following the faint glow of Teal'C's eyes until they reached a busy intersection where a crowd of people were gathered around a man who looked familiar.
"Daniel?" Jack called out.
The man turned to them and spoke in a voice that sounded exactly like Daniel's.
Jack froze. "You... you're not real."
The man's eyes glowed with the same unnatural light as Teal'C's.
Sam grabbed Jack's hand again. "Teal'C told us we came back in time. We need to get back through the Gate. Before someone else comes along and..."
She pointed at the crowd. "Oh God, no."
Jack looked back at the crowd, and they all seemed to be staring at him with a look of recognition and understanding.
Suddenly, Jack felt himself being pulled backward. The man behind him had his hand on his shoulder.
Jack turned around and saw Teal'C standing there with his eyes glowing and an expression of pure horror on his face.
"Teal'C?" he asked.
Teal'C reached out his hand towards SG-1 but stopped short. "We must leave."
Jack looked back at the crowd and realized they were watching him. He turned to Teal'C and said, "Yes, we must."
SG-1 turned and ran into the crowd, their hearts pounding as they tried to get back to the Stargate before it disappeared behind them.
The Gate opened once more and SG-1 rushed through it, leaving the city behind.
As they stepped onto the ramp, Jack looked back at the city and saw the woman from before standing in front of the crowd, her eyes glowing with an unnatural light.
Jack turned to Teal'C. "Who was that?"
Teal'C didn't answer but his eyes were wide and his face was pale.
Jack looked around and realized they were alone on the ramp. "What's going on?" he asked.
Sam stepped forward and looked at him. "We need to get back to base. Now."
Jack nodded. "Right."
They ran down the ramp towards the mountain base, their footsteps echoing against the stone walls of the ramp. SG-1 reached the base's entrance and stopped.
Jack looked around and realized that there was no one else there except them.
Sam turned to him. "What happened?"
Jack didn't answer but his eyes were wide and his voice was barely a whisper.
"Who was that woman?" he asked.
Teal'C stepped forward. "She is from our time."
Jack's stomach dropped.
"She is... from our future."
