llama.cpp Source Code Walkthrough

Trace llama.cpp's complete C/C++ execution flow function by function. This path extends the 'Ollama + llama.cpp Deep Dive' from concepts to source-level implementation details.

1. 1

   llama.cpp Execution Pipeline Overview

   Advanced

   #llama-cpp#inference-engine#architecture#source-code
2. 2

   Tool Landscape and GGUF Binary Parsing

   Advanced

   #llama-cpp#gguf#quantization#binary-format
3. 3

   Model Loading: From File to Device

   Advanced

   #llama-cpp#model-loading#mmap#gpu-offload#backend
4. 4

   Warmup, Tokenization & Chat Template

   Advanced

   #llama-cpp#warmup#tokenization#chat-template#jinja2#multimodal
5. 5

   Batch, Ubatch & the Decoding Main Loop

   Advanced

   #llama-cpp#batch#ubatch#decoding#parallel-sequences#kv-cache
6. 6

   Compute Graph Construction & Architecture Dispatch

   Advanced

   #llama-cpp#compute-graph#architecture#ggml#graph-reuse
7. 7

   Backend Scheduling, Op Fusion & Memory Allocation

   Advanced

   #llama-cpp#backend-scheduling#op-fusion#memory-allocation#pipeline-parallelism
8. 8

   Execution, Sampling & Context Management

   Advanced

   #llama-cpp#execution#sampling#speculative-decoding#kv-cache#context-management