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12 changes: 12 additions & 0 deletions common/arg.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -539,6 +539,13 @@ void common_models_handler_apply(common_models_handler & handler, common_params
}
};

// an explicit draft file selection (e.g. -md with -hfd) disables the sidecar resolution of the draft repo
if (!params.speculative.draft.mparams.hf_file.empty()) {
plan_spec.mtp = {};
plan_spec.dflash = {};
plan_spec.eagle3 = {};
}

// infer the speculative type from the sidecar shipped by the draft repo when none is requested
if (spec_types_is_default(params)) {
if (!plan_spec.mtp.local_path.empty()) {
Expand Down Expand Up @@ -588,6 +595,11 @@ void common_models_handler_apply(common_models_handler & handler, common_params
});
}

// a wired draft sidecar counts as an explicit draft for the main plan fallback below
if (spec_sidecar_found) {
had_spec_url = true;
}

// handle plan_spec (e.g. --spec-draft-hf)
if (!plan_spec.model_files.empty() && !had_spec_url && !spec_sidecar_found) {
add_tasks(plan_spec.model_files, plan_spec.primary, params.speculative.draft.mparams);
Expand Down
69 changes: 52 additions & 17 deletions common/download.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -568,16 +568,30 @@ static hf_cache::hf_files get_split_files(const hf_cache::hf_files & files,
}

// pick the best sibling GGUF whose filename contains `keyword` (e.g. "mmproj" / "mtp"),
// preferring deeper shared directory prefix with the model, then closest quantization
// preferring deeper shared directory prefix with the model, then exact `tag` match,
// then closest quantization to the tag when given, or to the model otherwise
static hf_cache::hf_file find_best_sibling(const hf_cache::hf_files & files,
const std::string & model,
const std::string & keyword) {
const std::string & keyword,
const std::string & tag = "") {
hf_cache::hf_file best;
size_t best_depth = 0;
int best_diff = 0;
bool best_exact = false;
bool found = false;

auto model_bits = extract_quant_bits(model);
std::string tag_upper = tag;
for (char & c : tag_upper) {
c = (char) std::toupper((unsigned char) c);
}

int model_bits = 0;
if (!tag_upper.empty()) {
auto pos = tag_upper.find_first_of("0123456789");
model_bits = pos == std::string::npos ? 0 : std::stoi(tag_upper.substr(pos));
} else {
model_bits = extract_quant_bits(model);
}
auto model_parts = string_split<std::string>(model, '/');
auto model_dir = model_parts.end() - 1;

Expand All @@ -600,10 +614,19 @@ static hf_cache::hf_file find_best_sibling(const hf_cache::hf_files & files,
auto bits = extract_quant_bits(f.path);
auto diff = std::abs(bits - model_bits);

if (!found || depth > best_depth || (depth == best_depth && diff < best_diff)) {
std::string path_upper = f.path;
for (char & c : path_upper) {
c = (char) std::toupper((unsigned char) c);
}
bool exact = !tag_upper.empty() && path_upper.find("-" + tag_upper + ".") != std::string::npos;

if (!found || depth > best_depth ||
(depth == best_depth && exact && !best_exact) ||
(depth == best_depth && exact == best_exact && diff < best_diff)) {
best = f;
best_depth = depth;
best_diff = diff;
best_exact = exact;
found = true;
}
}
Expand All @@ -616,18 +639,21 @@ static hf_cache::hf_file find_best_mmproj(const hf_cache::hf_files & files,
}

static hf_cache::hf_file find_best_mtp(const hf_cache::hf_files & files,
const std::string & model) {
return find_best_sibling(files, model, "mtp-");
const std::string & model,
const std::string & tag = "") {
return find_best_sibling(files, model, "mtp-", tag);
}

static hf_cache::hf_file find_best_eagle3(const hf_cache::hf_files & files,
const std::string & model) {
return find_best_sibling(files, model, "eagle3-");
const std::string & model,
const std::string & tag = "") {
return find_best_sibling(files, model, "eagle3-", tag);
}

static hf_cache::hf_file find_best_dflash(const hf_cache::hf_files & files,
const std::string & model) {
return find_best_sibling(files, model, "dflash-");
const std::string & model,
const std::string & tag = "") {
return find_best_sibling(files, model, "dflash-", tag);
}

static bool gguf_filename_is_model(const std::string & filepath) {
Expand Down Expand Up @@ -736,27 +762,36 @@ common_download_hf_plan common_download_get_hf_plan(const common_params_model &
}
} else {
primary = find_best_model(all, tag);
if (primary.path.empty()) {
// a requested sidecar can resolve on its own, without a full model of the same tag
if (primary.path.empty() && !opts.download_mtp && !opts.download_dflash && !opts.download_eagle3) {
LOG_ERR("%s: no GGUF files found in repository %s\n", __func__, repo.c_str());
list_available_gguf_files(all);
return plan;
}
}

plan.primary = primary;
plan.model_files = get_split_files(all, primary);
if (!primary.path.empty()) {
plan.primary = primary;
plan.model_files = get_split_files(all, primary);
}

if (opts.download_mmproj) {
if (opts.download_mmproj && !primary.path.empty()) {
plan.mmproj = find_best_mmproj(all, primary.path);
}
if (opts.download_mtp) {
plan.mtp = find_best_mtp(all, primary.path);
plan.mtp = find_best_mtp(all, primary.path, tag);
}
if (opts.download_dflash) {
plan.dflash = find_best_dflash(all, primary.path);
plan.dflash = find_best_dflash(all, primary.path, tag);
}
if (opts.download_eagle3) {
plan.eagle3 = find_best_eagle3(all, primary.path);
plan.eagle3 = find_best_eagle3(all, primary.path, tag);
}

if (primary.path.empty() &&
plan.mtp.local_path.empty() && plan.dflash.local_path.empty() && plan.eagle3.local_path.empty()) {
LOG_ERR("%s: no GGUF files found in repository %s\n", __func__, repo.c_str());
list_available_gguf_files(all);
}

return plan;
Expand Down
4 changes: 2 additions & 2 deletions common/speculative.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -2284,7 +2284,7 @@ common_speculative_init_result::common_speculative_init_result(
std::string model_path;
if (has_draft) {
model_path = params.speculative.draft.mparams.path;
LOG_TRC("%s: loading draft model '%s'\n", __func__, model_path.c_str());
LOG_INF("%s: loading draft model '%s'\n", __func__, model_path.c_str());

llama_model * model_dft = llama_model_load_from_file(params.model.path.c_str(), mparams);
if (model_dft == NULL) {
Expand All @@ -2304,7 +2304,7 @@ common_speculative_init_result::common_speculative_init_result(
} else if (spec_mtp) {
model_path = params.model.path;

LOG_TRC("%s: creating MTP draft context against the target model '%s'\n", __func__, model_path.c_str());
LOG_INF("%s: creating MTP draft context against the target model '%s'\n", __func__, model_path.c_str());

llama_context * ctx_dft = llama_init_from_model(model_tgt, cparams);
if (ctx_dft == nullptr) {
Expand Down
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