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Free dataset Optimizer/cleaner + Finetuning + continual learning that actually doesn't forget.
Fourwheels2512
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Fourwheels2512
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posted an update about 1 month ago
try our dataset cleaner/organizer at modelbrew.ai upvoted an article about 2 months ago
Free dataset Optimizer/cleaner + Finetuning + continual learning that actually doesn't forget. posted an update about 2 months ago
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.Organizations
published an article about 2 months ago
published an article 2 months ago
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RAG (vs) Fine-Tuning + continual learning
Fourwheels2512
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