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Joel Farthing

ji-farthing

Founder of Filament Labs. Building Apple/watchOS apps, local-first tooling, and practical model experiments.

Models in Library1
Datasets in Library0
Models on Hugging Face16
Followers17

Models

HuggingFace's download widget does not recognize KT GGUFs. Download links are in the table below. Text-only GGUF conversion of Qwen3.8-Flash-Next, quantized with an importance matrix calibrated for agentic coding. This version uses IQ4KT for the 160-column PLE table and IQ3KT for the expert-down and shared-expert-down tensors. The previous release used IQ4NL for tensors whose row widths were not multiples of 256. The new file is 80.72 GiB, compared with 88.42 GiB for the previous IQ4KT. This file requires the IQ3KT/IQ4KT 32-element row-tail changes. Runtime validation used candidate 0b7b979. The source branch and PR are pending publication. This upload is the test artifact for that…

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