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Change --n-cpu-moe to not keep expert biases on CPU (#841)
* Change --n-cpu-moe to not keep expert biases ion CPU * Also for --cpu-moe --------- Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
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@@ -1152,7 +1152,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
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return true;
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}
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if (arg == "--cpu-moe" || arg == "-cmoe") {
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params.tensor_buft_overrides.push_back({strdup("\\.ffn_(up|down|gate)_exps"), ggml_backend_cpu_buffer_type()});
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params.tensor_buft_overrides.push_back({strdup("\\.ffn_(up|down|gate)_exps\\.weight"), ggml_backend_cpu_buffer_type()});
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return true;
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}
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if (arg == "--n-cpu-moe" || arg == "-ncmoe") {
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@@ -1164,7 +1164,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
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return true;
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}
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for (int32_t l = 0; l < n_layers; ++l) {
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std::string pattern = "blk\\." + std::to_string(l) + "\\.(ffn_(up|down|gate)_exps)";
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std::string pattern = "blk\\." + std::to_string(l) + "\\.(ffn_(up|down|gate)_exps\\.weight)";
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params.tensor_buft_overrides.push_back({strdup(pattern.c_str()), ggml_backend_cpu_buffer_type()});
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}
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return true;
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