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Merge branch 'master' into compilade/imatrix-batched-chunks
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@ -24,6 +24,8 @@ static const std::vector<struct quant_option> QUANT_OPTIONS = {
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{ "IQ2_M", LLAMA_FTYPE_MOSTLY_IQ2_M, " 2.7 bpw quantization", },
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{ "IQ1_S", LLAMA_FTYPE_MOSTLY_IQ1_S, " 1.56 bpw quantization", },
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{ "IQ1_M", LLAMA_FTYPE_MOSTLY_IQ1_M, " 1.75 bpw quantization", },
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{ "TQ1_0", LLAMA_FTYPE_MOSTLY_TQ1_0, " 1.69 bpw ternarization", },
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{ "TQ2_0", LLAMA_FTYPE_MOSTLY_TQ2_0, " 2.06 bpw ternarization", },
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{ "Q2_K", LLAMA_FTYPE_MOSTLY_Q2_K, " 2.96G, +3.5199 ppl @ Llama-3-8B", },
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{ "Q2_K_S", LLAMA_FTYPE_MOSTLY_Q2_K_S, " 2.96G, +3.1836 ppl @ Llama-3-8B", },
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{ "IQ3_XXS", LLAMA_FTYPE_MOSTLY_IQ3_XXS, " 3.06 bpw quantization", },
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@ -107,7 +109,7 @@ static void usage(const char * executable) {
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printf(" --exclude-weights tensor_name: use importance matrix for this/these tensor(s)\n");
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printf(" --output-tensor-type ggml_type: use this ggml_type for the output.weight tensor\n");
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printf(" --token-embedding-type ggml_type: use this ggml_type for the token embeddings tensor\n");
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printf(" --keep-split: will generate quatized model in the same shards as input");
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printf(" --keep-split: will generate quantized model in the same shards as input\n");
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printf(" --override-kv KEY=TYPE:VALUE\n");
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printf(" Advanced option to override model metadata by key in the quantized model. May be specified multiple times.\n");
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printf("Note: --include-weights and --exclude-weights cannot be used together\n");
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