patch llama.cpp

This commit is contained in:
Josh Yan 2024-07-10 13:02:37 -07:00
parent 106fe6b4ae
commit 1ef59057d0
3 changed files with 20 additions and 17 deletions

@ -1 +1 @@
Subproject commit 7c26775adb579e92b59c82e8084c07a1d0f75e9c
Subproject commit fa509abf281177eacdc71a2a14432c4e6ed74a47

View File

@ -1,24 +1,31 @@
From fa509abf281177eacdc71a2a14432c4e6ed74a47 Mon Sep 17 00:00:00 2001
From: Josh Yan <jyan00017@gmail.com>
Date: Wed, 10 Jul 2024 12:58:31 -0700
Subject: [PATCH] quantize callback
---
llama.cpp | 8 ++++++++
llama.h | 3 +++
2 files changed, 11 insertions(+)
diff --git a/llama.cpp b/llama.cpp
index 61948751..2c683ef6 100644
index 61948751..d3126510 100644
--- a/llama.cpp
+++ b/llama.cpp
@@ -15586,6 +15586,15 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s
@@ -15586,6 +15586,12 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s
const auto tn = LLM_TN(model.arch);
new_ofstream(0);
for (int i = 0; i < ml.n_tensors; ++i) {
+
+ if (params->quantize_callback){
+ LLAMA_LOG_INFO("ENTERED CALLBACK\n");
+ if (!params->quantize_callback(i, params->quantize_callback_data)) {
+ return;
+ }
+ LLAMA_LOG_INFO("CURRENTLY AT ", i/ml.n_tensors * 100);
+ }
+
auto weight = ml.get_weight(i);
struct ggml_tensor * tensor = weight->tensor;
if (weight->idx != cur_split && params->keep_split) {
@@ -16119,6 +16128,8 @@ struct llama_model_quantize_params llama_model_quantize_default_params() {
@@ -16119,6 +16125,8 @@ struct llama_model_quantize_params llama_model_quantize_default_params() {
/*.keep_split =*/ false,
/*.imatrix =*/ nullptr,
/*.kv_overrides =*/ nullptr,
@ -28,7 +35,7 @@ index 61948751..2c683ef6 100644
return result;
diff --git a/llama.h b/llama.h
index da310ffa..9b48d889 100644
index da310ffa..3cbe6023 100644
--- a/llama.h
+++ b/llama.h
@@ -337,6 +337,9 @@ extern "C" {
@ -36,8 +43,11 @@ index da310ffa..9b48d889 100644
void * imatrix; // pointer to importance matrix data
void * kv_overrides; // pointer to vector containing overrides
+
+ llama_progress_callback quantize_callback;
+ void * quantize_callback_data;
+ llama_progress_callback quantize_callback; // callback to report quantization progress
+ void * quantize_callback_data; // user data for the callback
} llama_model_quantize_params;
// grammar types
--
2.39.3 (Apple Git-146)

View File

@ -440,8 +440,6 @@ func CreateModel(ctx context.Context, name model.Name, modelFileDir, quantizatio
defer temp.Close()
defer os.Remove(temp.Name())
// Quantizes per layer
// Save total quantized tensors
if err := llm.Quantize(blob, temp.Name(), want, fn, tensorCount); err != nil {
return err
}
@ -473,11 +471,6 @@ func CreateModel(ctx context.Context, name model.Name, modelFileDir, quantizatio
config.ModelFamilies = append(config.ModelFamilies, baseLayer.GGML.KV().Architecture())
}
/* fn(api.ProgressResponse{
Status: fmt.Sprintf("quantizing model %d%%", i*100/layerCount),
Quantize: quantization,
}) */
layers = append(layers, baseLayer.Layer)
}