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MTP: clean-up (#9)
* MTP: clean-up * review: use llama_context_type instead of llama_graph_type * review: remove llama_model_has_mtp * review: fix convert issues * convert: fix pycheck * review: formatting * use `mtp-` for identifying mtp models * convert: fix mtp conversion
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+24
-3
@@ -335,11 +335,15 @@ static bool common_params_handle_remote_preset(common_params & params, llama_exa
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struct handle_model_result {
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bool found_mmproj = false;
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common_params_model mmproj;
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bool found_mtp = false;
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common_params_model mtp;
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};
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static handle_model_result common_params_handle_model(struct common_params_model & model,
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const std::string & bearer_token,
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bool offline) {
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bool offline,
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bool search_mtp = false) {
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handle_model_result result;
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if (!model.docker_repo.empty()) {
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@@ -354,7 +358,7 @@ static handle_model_result common_params_handle_model(struct common_params_model
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common_download_opts opts;
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opts.bearer_token = bearer_token;
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opts.offline = offline;
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auto download_result = common_download_model(model, opts, true);
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auto download_result = common_download_model(model, opts, true, search_mtp);
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if (download_result.model_path.empty()) {
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LOG_ERR("error: failed to download model from Hugging Face\n");
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@@ -368,6 +372,11 @@ static handle_model_result common_params_handle_model(struct common_params_model
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result.found_mmproj = true;
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result.mmproj.path = download_result.mmproj_path;
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}
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if (!download_result.mtp_path.empty()) {
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result.found_mtp = true;
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result.mtp.path = download_result.mtp_path;
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}
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} else if (!model.url.empty()) {
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if (model.path.empty()) {
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auto f = string_split<std::string>(model.url, '#').front();
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@@ -436,7 +445,11 @@ static bool parse_bool_value(const std::string & value) {
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//
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void common_params_handle_models(common_params & params, llama_example curr_ex) {
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auto res = common_params_handle_model(params.model, params.hf_token, params.offline);
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const bool spec_type_mtp = std::find(params.speculative.types.begin(),
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params.speculative.types.end(),
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COMMON_SPECULATIVE_TYPE_MTP) != params.speculative.types.end();
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auto res = common_params_handle_model(params.model, params.hf_token, params.offline, spec_type_mtp);
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if (params.no_mmproj) {
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params.mmproj = {};
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} else if (res.found_mmproj && params.mmproj.path.empty() && params.mmproj.url.empty()) {
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@@ -450,6 +463,14 @@ void common_params_handle_models(common_params & params, llama_example curr_ex)
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break;
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}
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}
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// when --spec-type mtp is set and no draft model was provided explicitly,
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// fall back to the MTP head discovered alongside the -hf model
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if (spec_type_mtp && res.found_mtp &&
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params.speculative.draft.mparams.path.empty() &&
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params.speculative.draft.mparams.hf_repo.empty() &&
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params.speculative.draft.mparams.url.empty()) {
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params.speculative.draft.mparams.path = res.mtp.path;
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}
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common_params_handle_model(params.speculative.draft.mparams, params.hf_token, params.offline);
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common_params_handle_model(params.vocoder.model, params.hf_token, params.offline);
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}
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