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Pomni
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Pushing my GTX 1080 to its limits ๐ I managed to get a 13B model with full GPU offload running once with relatively low quality loss.
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We trained Mistral 7B, Qwen 8B, Gemma 9B models on 5 domains sequentially to test catastrophic forgetting. We achieved zero forgetting with medical knowledge retained at 100% after adding enterprise, finance, military, and real estate domains on top. Most fine-tuned models catastrophically forget everything they learned when you train them on something new. We built a continual learning engine that prevents this. First of its kind. We're shipping it as a SaaS platform at modelbrew.ai - dataset optimization + fine-tuning + continual learning in one pipeline. I'm looking for ML fine-tuning engineers and researchers who want to test this. DM me or comment below.
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Pomni/distil-large-v3-ggml-allquants
Automatic Speech Recognition
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Aug 15, 2025
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