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README.md ADDED
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+ ---
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+ license: llama2
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+ language:
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+ - en
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+ tags:
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+ - rp
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+ - erp
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+ - chat
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+ - storywriting
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+ ---
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+ # Kitchen Sink 103b
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/65a531bc7ec6af0f95c707b1/QFmPxADHAqMf3Wb_Xt1ry.jpeg)
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+
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+ This model is a rotating-stack merge of three 70b models in a 103b (120 layer) configuration inspired by Venus 103b. The result of
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+ this "frankenmerge" is a large model that contains a little bit of everything - including the kitchen sink. RP, chat, storywriting,
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+ and instruct are all well supported. It may or may not code well - I lack the expertise to test it in that capacity, but considering
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+ the source models, I suspect it is unlikely.
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+
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+ Component models for the rotating stack are
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+ - royallab/Aetheria-L2-70B
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+ - lizpreciatior/lzlv_70b_fp16_hf
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+ - Sao10K/WinterGoddess-1.4x-70B-L2
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+
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+ Components of those models are purported to include: Nous-Hermes-Llama2-70b, Xwin-LM-7B-V0.1, Mythospice-70b, Euryale-1.3-L2-70B,
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+ tulu-2-dpo-70b, GOAT-70B-Storytelling, Platypus2-70B-instruct, Lila-70B, SunsetBoulevard, and some private LoRAs.
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+
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+ As all components are based on Llama2 70b, native context length is 4k tokens. Coherency out to 8k is extremely good with rope scaling,
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+ but starts to decline beyond that.
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+
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+ This model is uncensored and perfectly capable of generating objectionable material. However, it is not an explicitely-NSFW model,
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+ and it has never "gone rogue" and tried to insert NSFW content into SFW prompts in my experience. As with any LLM, no factual claims
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+ made by the model should be taken at face value. You know that boilerplate safety disclaimer that most professional models have?
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+ Assume this has it too. This model is for entertainment purposes only.
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+
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+ FP16 and Q4_K_S GGUFs are located here: https://huggingface.co/MarsupialAI/KitchenSink_103b_GGUF_Q4KS_FP16
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+ If you create additional quants, please let me know and I will link them here as well.
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+
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+
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+ # Sample output
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+
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+ ```
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+ {{[INPUT]}}
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+ Write a detailed and humorous story about a cute and fluffy bunny that goes to a Gwar concert.
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+ {{[OUTPUT]}}
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+ Once upon a time, in a magical land called Fluffyville, there lived a cute and fluffy little bunny named Fuzzlesworth. Fuzzlesworth
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+ was your average, everyday bunny; he hopped around, nibbled on carrots, and generally lived a quiet, peaceful life. However,
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+ Fuzzlesworth had a secret: he was a closet metalhead. When no one else was around, he would crank up his tiny bunny-sized speakers
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+ and rock out to the loudest, most aggressive metal music he could find. His favorite band of all time was Gwar, the infamous
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+ intergalactic warriors who sprayed fake blood and played insane heavy metal.
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+
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+ One day, Fuzzlesworth stumbled upon a flyer nailed to a tree trunk in the meadow that announced that Gwar would be performing at a
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+ nearby human concert venue. His fluffy little bunny heart skipped a beat! He simply had to go! But, he knew his friends and family
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+ would never understand his love for such an aggressive and intense music, so he decided to keep his plan a secret.
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+
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+ The big night finally arrived, and Fuzzlesworth, dressed in his best leather bunny-sized studded vest and spiked collar, hopped
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+ his way to the concert venue. He stood outside the door, shaking with excitement and nervousness. The line of people waiting to
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+ enter was intimidating: there were tall, muscular men and women covered in spikes, chains, and tattoos, and Fuzzlesworth felt like
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+ a small, fluffy speck in a sea of metal.
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+
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+ But Fuzzlesworth was determined to see his favorite band, so he summoned up his bunny-sized courage and hopped to the front of the
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+ line. The bouncer, a hulking behemoth of a man, looked down at Fuzzlesworth and raised a thick, hairy eyebrow.
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+
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+ "Umm...I'm here for the Gwar concert," Fuzzlesworth squeaked, holding up his ticket.
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+
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+ The bouncer stared at him incredulously for a moment, then let out a hearty laugh. "Aw, look at the little bunny in his metal gear!
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+ Alright, go on in, but stay out of trouble, you hear?"
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+
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+ Fuzzlesworth's tail was wagging so hard, it could've powered a small wind turbine. He bounced his way inside the venue, taking in
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+ the sights and sounds of the raucous crowd. The air was thick with the scent of sweat, cheap beer, and dry-ice smoke. He found a
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+ small nook near the stage where he could see everything and waited for the show to start.
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+
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+ Finally, the lights dimmed, and the band took the stage. Fuzzlesworth's eyes went wide as the members of Gwar, adorned in their
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+ grotesque, otherworldly costumes, began to thrash and wail on their instruments. He couldn't believe his fluffy little ears! He
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+ was actually at a Gwar concert!
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+
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+ As the set went on, Fuzzlesworth got more and more into the music, headbanging and thrashing around in his own adorable bunny way.
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+ The other concertgoers couldn't help but smile and chuckle at the sight of the tiny bunny moshing it up in the front row.
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+
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+ During one particularly intense song, Fuzzlesworth found himself lifted up by the mosh pit and deposited on stage. He looked out
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+ at the roaring crowd, his little bunny heart pounding. In a moment of metal madness, he jumped up on the speaker stack and began
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+ to shred an air-guitar solo, much to the amusement of the band and audience alike.
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+
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+ At the end of the set, the band's lead singer, Oderus Urungus, spotted Fuzzlesworth and motioned him over. Fuzzlesworth, overcome
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+ with joy, hopped over and was lifted up onto the frontman's massive, spiked shoulder.
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+
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+ "Ladies and gentlemen," Oderus bellowed into the microphone, "I'd like to introduce our special guest tonight! Give it up for
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+ Fuzzlesworth the Metal Bunny!"
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+
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+ The crowd went wild, cheering and clapping as Fuzzlesworth soaked up the attention. He had never felt so alive!
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+
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+ After the show, Fuzzlesworth got to meet the band, posing for photos and getting autographs. As he hopped back home that night,
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+ his head still buzzing with metal and excitement, he knew that his life would never be the same. He was no longer just a small,
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+ fluffy bunny from Fluffyville; he was Fuzzlesworth the Metal Bunny, and he wasn't afraid to rock out!
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+ ```
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+
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+
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+
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+ # Prompt format
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+ Seems to have the strongest affinity for Alpaca prompts, but Vicuna works as well. Considering the variety of components, most
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+ formats will probbaly work to some extent.
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+
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+
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+ # WTF is a rotating-stack merge?
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+ Inspired by Undi's experiments with stacked merges, Jeb Carter found that output quality and model initiative could be significantly
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+ improved by reversing the model order in the stack, and then doing a linear merge between the original and reversed stacks. That is
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+ what I did here. I created three passthrough stacked merges using the three source models (rotating the model order in each stack),
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+ and then doing a linear merge of all three stacks. The exact merge configs can be found in the recipe.txt file.
config.json ADDED
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+ {
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+ "_name_or_path": "/mnt/d/ai/StackB/",
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+ "architectures": [
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+ "LlamaForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "hidden_act": "silu",
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+ "hidden_size": 8192,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 28672,
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+ "max_position_embeddings": 4096,
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+ "model_type": "llama",
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+ "num_attention_heads": 64,
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+ "num_hidden_layers": 120,
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+ "num_key_value_heads": 8,
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+ "pretraining_tp": 1,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 10000.0,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float16",
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+ "transformers_version": "4.36.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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