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# FastApply-7B-v1.0
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**🚀 Update September 2025:** For production-grade throughput, we use *[Morph](https://morphllm.com)* (the hosted Fast Apply API powering [SoftGen AI](https://softgen.ai/)).
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- Morph hits **~10,500 tok/s** even on huge token diffs **44k input**
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- Larger model trained on millions of examples and tuned for accuracy.
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> Stable inference, large free tier, highly recommended if you need serious speed in prod.
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[Github: kortix-ai/fast-apply](https://github.com/kortix-ai/fast-apply)
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[Dataset: Kortix/FastApply-dataset-v1.0](https://huggingface.co/datasets/Kortix/FastApply-dataset-v1.0)
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# FastApply-7B-v1.0
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[Github: kortix-ai/fast-apply](https://github.com/kortix-ai/fast-apply)
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[Dataset: Kortix/FastApply-dataset-v1.0](https://huggingface.co/datasets/Kortix/FastApply-dataset-v1.0)
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