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@@ -35,7 +35,7 @@ This model contains Brainstorm 20x, combined with JANHQ's 4B General instruct mo
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  https://huggingface.co/janhq/Jan-v1-4B-GGUF
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- Information on the 4B model below, followed by Brainstorm 20x adapter (by DavidAU) and then a complete help
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  section for running LLM / AI models.
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  The Brainstorm adapter improves code generation, and unique code solving abilities.
@@ -44,6 +44,15 @@ For creative uses: Increases depth, detail and general "there" in the prose.
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  Example for creative at bottom of the page.
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  This model requires:
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  - Jinja (embedded) or CHATML template
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  - Max context of 256k.
 
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  https://huggingface.co/janhq/Jan-v1-4B-GGUF
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+ Information on the 4B model below, followed by Brainstorm 20x adapter (by DavidAU), BENCHMARKS and then a complete help
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  section for running LLM / AI models.
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  The Brainstorm adapter improves code generation, and unique code solving abilities.
 
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  Example for creative at bottom of the page.
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+ This model is intended for immediate use AND as a BASE in fine tuning on one or more datasets. You can see my finetunes of it in the model
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+ tree.
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+ An additional, larger version specifically for fine tuning only is also here - "DND" - double neutral density:
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+ https://huggingface.co/DavidAU/Qwen3-DND-Jan-v1-256k-ctx-Brainstorm40x-8B
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+ (benchmarks of this model VS 20x (this repo) also on this page. )
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  This model requires:
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  - Jinja (embedded) or CHATML template
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  - Max context of 256k.