Add IQ4_K to fill the gap
Browse files
README.md
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@@ -80,6 +80,52 @@ numactl -N 0 -m 0 \
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</details>
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## `pure-IQ4_KS` 116.994 GiB (4.275 BPW)
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Final estimate: PPL = 4.4156 +/- 0.02624
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</details>
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## `IQ4_K` 134.183 GiB (4.903 BPW)
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Final estimate: PPL = 4.3668 +/- 0.02594
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<details>
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<summary>👈 Secret Recipe</summary>
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```bash
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#!/usr/bin/env bash
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# Repeating Layers [0-93]
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custom="
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# Attention
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blk\..*\.attn_q.*=iq6_k
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blk\..*\.attn_k.*=q8_0
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blk\..*\.attn_v.*=q8_0
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blk\..*\.attn_output.*=iq6_k
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# Routed Experts
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blk\..*\.ffn_down_exps\.weight=iq5_k
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blk\..*\.ffn_(gate|up)_exps\.weight=iq4_k
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# Token Embedding
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token_embd\.weight=iq6_k
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output\.weight=iq6_k
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"
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custom=$(
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echo "$custom" | grep -v '^#' | \
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sed -Ez 's:\n+:,:g;s:,$::;s:^,::'
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)
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numactl -N 0 -m 0 \
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./build/bin/llama-quantize \
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--custom-q "$custom" \
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--imatrix /mnt/raid/models/ubergarm/Qwen3-235B-A22B-Instruct-2507-GGUF/imatrix-Qwen3-235B-A22B-Instruct-2507-BF16.dat \
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/mnt/raid/models/ubergarm/Qwen3-235B-A22B-Instruct-2507-GGUF/Qwen3-235B-A22B-Instruct-2507-BF16-00001-of-00010.gguf \
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/mnt/raid/models/ubergarm/Qwen3-235B-A22B-Instruct-2507-GGUF/Qwen3-235B-A22B-Instruct-2507-IQ4_K.gguf \
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IQ4_K \
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192
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```
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</details>
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## `pure-IQ4_KS` 116.994 GiB (4.275 BPW)
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Final estimate: PPL = 4.4156 +/- 0.02624
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