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It is a LLama 3.1 model, max context of 1 million tokens, with additional steps to improve generation and re-mastered source and ggufs in float 32 (32 bit precision). There are TWO quant sets here, "reg" and "V1.01" (noted in filename). The latter has modifications to address some issues related to non-stop/overly long gen and/or repeat "end paragraph" issues. I am keeping the org quants too, because of the difference in creative generation between the two versions is very strong. I am not saying "reg" is better than "v1.01", they are just different, and you should have the choice between both in my opinion. This model was converted to Nvidia's new "UltraLong8B" long context Llama 3.1 model structure (https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-1M-Instruct) which allowed full transfer of "Dark Planet 8B" in all it's "glory" so to speak. Due to Nvidia's structure, the new Dark Planet has attained far greater long generation not only in terms of context, but also coherence too. There is a also a bump in overall performance as well.

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It is the new "Llama-3.2-1B-Instruct", max context of 131,000 (128k) with the NEO IMATRIX Science Fiction and Story dataset. The power in this 1B (for its size) is frankly jaw dropping... and at 190 tokens per second + on a GPU. This is a LLAMA 3.2 model, and requires Llama3 template, but may work with other template(s) and has maximum context of 128k.

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It is the new "Llama-3.2-3B-Instruct", max context of 131,000 (128k) with the NEO IMATRIX Science Fiction and Story dataset. The power in this 3B (for its size) is frankly jaw dropping... and at 90 tokens per second + on a GPU. This is a LLAMA 3.2 model, and requires Llama3 template, but may work with other template(s) and has maximum context of 128k.

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It is the new "Llama-3.2-3B-Instruct", max context of 131,000 (128k) with the NEO IMATRIX Tiny "Wee" Horror Dataset. The power in this 3B (for its size) is frankly jaw dropping... and at 90 tokens per second + on a GPU. The NEO IMATRIX dataset V2 was applied to it to enhance creativity (horror). (see several examples below)

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WARNING: NSFW. Vivid prose. INTENSE. Visceral Details. HORROR. Swearing. UNCENSORED... humor, romance, fun. It is a LLama 3.2 model, max context of 128k (131,000) using mixture of experts to combine FOUR top L3.2 3B models into one massive powerhouse at 10B parameters (equal to 12B - 4 X 3 B). This model's instruction following, and output generation for creative writing, prose, fiction and role play are exceptional.

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WARNING: NSFW. Vivid prose. INTENSE. Visceral Details. Light HORROR. Swearing. UNCENSORED... humor, romance, fun. It is a LLama 3.2 model, max context of 128k (131,000) using mixture of experts to combine EIGHT top L3.2 3B models into one massive powerhouse at 18.4B parameters (equal to 24B - 8 X 3B). This model's instruction following, and output generation for creative writing, prose, fiction and role play are exceptional.

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WARNING: NSFW. Vivid prose. INTENSE. Visceral Details. Light HORROR. Swearing. UNCENSORED... humor, romance, fun... and can be used for ANY use case. It is a LLama 3.2 model, max context of 128k (131,000) using mixture of experts to combine EIGHT top L3.2 4B models into one massive powerhouse at 21B parameters (equal to roughly 28B parameters - 8 X 3.75B) with each model infused with Brainstorm 5x to enhance logic and creative performance. This model's instruction following, and output generation for creative writing, prose, fiction and role play are exceptional.

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