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Gheorghe Chesler PRO

nightmedia
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AI & ML interests

Nightmedia: human-Like AI and the MLX Deckard(qx) Formula Donations are appreciated: BTC:36d7U1n3MFaXgnNRAaEL3Pa3Hy6oFhM7XY

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new activity about 2 hours ago
nightmedia/gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED-Thinking-bf16:Check your tensors
repliedto their post about 3 hours ago
Updated gemma-4-E4B-it metrics I noticed the chat template got updated, and tried it on the E4B, with surprising results in stabilizing the brainwave. ``` quant arc arc/e boolq hswag obkqa piqa wino mxfp8 0.480,0.656,0.797,0.608,0.400,0.755,0.665 mxfp4 0.455,0.607,0.851,0.585,0.402,0.744,0.651 Quant Perplexity Peak Memory Tokens/sec mxfp8 35.937 ± 0.525 14.80 GB 1153 mxfp4 36.746 ± 0.534 11.06 GB 1030 ``` Old numbers ``` quant arc arc/e boolq hswag obkqa piqa wino mxfp8 0.404,0.489,0.825,0.586,0.392,0.734,0.661 mxfp4 0.414,0.508,0.854,0.562,0.378,0.717,0.645 Quant Perplexity Peak Memory Tokens/sec mxfp8 34.652 ± 0.502 14.80 GB 1146 mxfp4 35.203 ± 0.506 11.06 GB 1200 ``` I will re-do all baselines soon based on the new template. It is completely expected that the model behavior will change as a result. Here are the effects of the new template on few known distills from DavidAU gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED ``` quant arc arc/e boolq hswag obkqa piqa wino New template mxfp8 0.518,0.709,0.755,0.657,0.418,0.759,0.626 mxfp4 0.485,0.682,0.792,0.641,0.432,0.746,0.635 Old template mxfp8 0.506,0.697,0.754,0.661,0.416,0.757,0.627 mxfp4 0.487,0.670,0.792,0.644,0.430,0.748,0.624 ``` gemma-4-E4B-it-GLM-4.7-Flash-HERETIC-UNCENSORED-Thinking ``` mxfp8 0.461,0.599,0.779,0.630,0.406,0.766,0.629 Old template mxfp8 0.456,0.580,0.786,0.629,0.410,0.764,0.633 ``` gemma-4-E4B-it-Claude-Opus-4.5-HERETIC-UNCENSORED-Thinking ``` mxfp8 0.509,0.705,0.806,0.646,0.416,0.773,0.650 Old template mxfp8 0.502,0.692,0.809,0.650,0.420,0.771,0.651 ```
repliedto their post about 3 hours ago
Updated gemma-4-E4B-it metrics I noticed the chat template got updated, and tried it on the E4B, with surprising results in stabilizing the brainwave. ``` quant arc arc/e boolq hswag obkqa piqa wino mxfp8 0.480,0.656,0.797,0.608,0.400,0.755,0.665 mxfp4 0.455,0.607,0.851,0.585,0.402,0.744,0.651 Quant Perplexity Peak Memory Tokens/sec mxfp8 35.937 ± 0.525 14.80 GB 1153 mxfp4 36.746 ± 0.534 11.06 GB 1030 ``` Old numbers ``` quant arc arc/e boolq hswag obkqa piqa wino mxfp8 0.404,0.489,0.825,0.586,0.392,0.734,0.661 mxfp4 0.414,0.508,0.854,0.562,0.378,0.717,0.645 Quant Perplexity Peak Memory Tokens/sec mxfp8 34.652 ± 0.502 14.80 GB 1146 mxfp4 35.203 ± 0.506 11.06 GB 1200 ``` I will re-do all baselines soon based on the new template. It is completely expected that the model behavior will change as a result. Here are the effects of the new template on few known distills from DavidAU gemma-4-E4B-it-The-DECKARD-Expresso-Universe-HERETIC-UNCENSORED ``` quant arc arc/e boolq hswag obkqa piqa wino New template mxfp8 0.518,0.709,0.755,0.657,0.418,0.759,0.626 mxfp4 0.485,0.682,0.792,0.641,0.432,0.746,0.635 Old template mxfp8 0.506,0.697,0.754,0.661,0.416,0.757,0.627 mxfp4 0.487,0.670,0.792,0.644,0.430,0.748,0.624 ``` gemma-4-E4B-it-GLM-4.7-Flash-HERETIC-UNCENSORED-Thinking ``` mxfp8 0.461,0.599,0.779,0.630,0.406,0.766,0.629 Old template mxfp8 0.456,0.580,0.786,0.629,0.410,0.764,0.633 ``` gemma-4-E4B-it-Claude-Opus-4.5-HERETIC-UNCENSORED-Thinking ``` mxfp8 0.509,0.705,0.806,0.646,0.416,0.773,0.650 Old template mxfp8 0.502,0.692,0.809,0.650,0.420,0.771,0.651 ```
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