diff options
Diffstat (limited to 'src/llama.cpp')
-rw-r--r-- | src/llama.cpp | 41 |
1 files changed, 37 insertions, 4 deletions
diff --git a/src/llama.cpp b/src/llama.cpp index 33b69389..dfe445b8 100644 --- a/src/llama.cpp +++ b/src/llama.cpp @@ -17348,20 +17348,39 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s bool is_repacked = ml.ftype >= LLAMA_FTYPE_MOSTLY_Q4_0_R8 && ml.ftype <= LLAMA_FTYPE_MOSTLY_Q8_K_R8; int n_to_repack = 0, n_to_modify = 0; + const std::vector<std::string> * repack_pattern = nullptr; + if (params->repack_pattern) repack_pattern = (const std::vector<std::string> *)params->repack_pattern; + for (int i = 0; i < ml.n_tensors; ++i) { const struct ggml_tensor * meta = ml.get_tensor_meta(i); + const std::string name = ggml_get_name(meta); + if (params->only_repack) { auto repacked_type = (ggml_type)iqk_repacked_type(meta); + bool repack = false, modify = false; if (repacked_type != meta->type) { - ++n_to_repack; + repack = true; } else if (!is_repacked) { - if (iqk_should_modify_tensor(meta)) ++n_to_modify; + if (iqk_should_modify_tensor(meta)) { + modify = true; + } } + if ((repack || modify) && repack_pattern) { + bool found = false; + for (auto& r : *repack_pattern) { + std::regex pattern(r); + if (std::regex_search(name, pattern)) { + found = true; + break; + } + } + if (!found) repack = modify = false; + } + if (repack) ++n_to_repack; + else if (modify) ++n_to_modify; } - const std::string name = ggml_get_name(meta); - // TODO: avoid hardcoded tensor names - use the TN_* constants if (name.find("attn_v.weight") != std::string::npos || name.find("attn_qkv.weight") != std::string::npos) { @@ -17526,6 +17545,19 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s if (params->only_repack) { ggml_type repacked_type = (ggml_type)iqk_repacked_type(tensor); bool modify = !is_repacked && iqk_should_modify_tensor(tensor); + if ((modify || repacked_type != tensor->type) && repack_pattern) { + bool found = false; + for (auto& r : *repack_pattern) { + std::regex pattern(r); + if (std::regex_search(tensor->name, pattern)) { + found = true; break; + } + } + if (!found) { + modify = false; + repacked_type = tensor->type; + } + } if (modify || repacked_type != tensor->type) { new_type = repacked_type; new_size = ggml_nbytes(tensor); @@ -18153,6 +18185,7 @@ struct llama_model_quantize_params llama_model_quantize_default_params() { /*.imatrix =*/ nullptr, /*.kv_overrides =*/ nullptr, /*.custom_quants =*/ nullptr, + /*.repack_pattern =*/ nullptr, }; return result; |