TielCoder 22GB quant matches Opus4.6, beats KAT-Coder in benchmarks
peculiar-ragdoll · reddit · 2026-08-24
TielCoder, a 35B-A3B MoE fine-tune, performs strongly in 4-bit quantization (22GB). It surpasses KAT-Coder and Nail in real-world coding benchmarks and speed, rivaling Opus 4.6 medium. It uses a code-weighted imatrix for quantization and an optimized chat template. GGUF and MLX versions are available.
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