mirror of
https://github.com/ggerganov/llama.cpp.git
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126 lines
5.7 KiB
Markdown
126 lines
5.7 KiB
Markdown
# Pull requests (for contributors)
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- Test your changes:
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- Execute [the full CI locally on your machine](ci/README.md) before publishing
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- Verify that the perplexity and the performance are not affected negatively by your changes (use `llama-perplexity` and `llama-bench`)
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- If you modified the `ggml` source, run the `test-backend-ops` tool to check whether different backend implementations of the `ggml` operators produce consistent results (this requires access to at least two different `ggml` backends)
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- If you modified a `ggml` operator or added a new one, add the corresponding test cases to `test-backend-ops`
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- Consider allowing write access to your branch for faster reviews, as reviewers can push commits directly
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- If your PR becomes stale, don't hesitate to ping the maintainers in the comments
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# Pull requests (for collaborators)
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- Squash-merge PRs
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- Use the following format for the squashed commit title: `<module> : <commit title> (#<issue_number>)`. For example: `utils : fix typo in utils.py (#1234)`
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- Optionally pick a `<module>` from here: https://github.com/ggerganov/llama.cpp/wiki/Modules
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- Consider adding yourself to [CODEOWNERS](CODEOWNERS)
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# Coding guidelines
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- Avoid adding third-party dependencies, extra files, extra headers, etc.
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- Always consider cross-compatibility with other operating systems and architectures
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- Avoid fancy-looking modern STL constructs, use basic `for` loops, avoid templates, keep it simple
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- Vertical alignment makes things more readable and easier to batch edit
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- Clean-up any trailing whitespaces, use 4 spaces for indentation, brackets on the same line, `void * ptr`, `int & a`
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- Use sized integer types such as `int32_t` in the public API, e.g. `size_t` may also be appropriate for allocation sizes or byte offsets
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- Declare structs with `struct foo {}` instead of `typedef struct foo {} foo`
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- In C++ code omit optional `struct` and `enum` keyword whenever they are not necessary
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```cpp
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// OK
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llama_context * ctx;
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const llama_rope_type rope_type;
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// not OK
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struct llama_context * ctx;
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const enum llama_rope_type rope_type;
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```
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_(NOTE: this guideline is yet to be applied to the `llama.cpp` codebase. New code should follow this guideline.)_
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- Try to follow the existing patterns in the code (indentation, spaces, etc.). In case of doubt use `clang-format` to format the added code
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- For anything not covered in the current guidelines, refer to the [C++ Core Guidelines](https://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines)
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- Tensors store data in row-major order. We refer to dimension 0 as columns, 1 as rows, 2 as matrices
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- Matrix multiplication is unconventional: [`C = ggml_mul_mat(ctx, A, B)`](https://github.com/ggerganov/llama.cpp/blob/880e352277fc017df4d5794f0c21c44e1eae2b84/ggml.h#L1058-L1064) means $C^T = A B^T \Leftrightarrow C = B A^T.$
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# Naming guidelines
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- Use `snake_case` for function, variable and type names
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- Naming usually optimizes for longest common prefix (see https://github.com/ggerganov/ggml/pull/302#discussion_r1243240963)
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```cpp
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// not OK
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int small_number;
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int big_number;
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// OK
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int number_small;
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int number_big;
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```
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- Enum values are always in upper case and prefixed with the enum name
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```cpp
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enum llama_vocab_type {
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LLAMA_VOCAB_TYPE_NONE = 0,
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LLAMA_VOCAB_TYPE_SPM = 1,
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LLAMA_VOCAB_TYPE_BPE = 2,
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LLAMA_VOCAB_TYPE_WPM = 3,
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LLAMA_VOCAB_TYPE_UGM = 4,
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LLAMA_VOCAB_TYPE_RWKV = 5,
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};
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```
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- The general naming pattern is `<class>_<method>`, with `<method>` being `<action>_<noun>`
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```cpp
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llama_model_init(); // class: "llama_model", method: "init"
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llama_sampler_chain_remove(); // class: "llama_sampler_chain", method: "remove"
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llama_sampler_get_seed(); // class: "llama_sampler", method: "get_seed"
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llama_set_embeddings(); // class: "llama_context", method: "set_embeddings"
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llama_n_threads(); // class: "llama_context", method: "n_threads"
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llama_adapter_lora_free(); // class: "llama_adapter_lora", method: "free"
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```
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- The `get` `<action>` can be omitted
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- The `<noun>` can be omitted if not necessary
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- The `_context` suffix of the `<class>` is optional. Use it to disambiguate symbols when needed
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- Use `init`/`free` for constructor/destructor `<action>`
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- Use the `_t` suffix when a type is supposed to be opaque to the user - it's not relevant to them if it is a struct or anything else
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```cpp
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typedef struct llama_context * llama_context_t;
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enum llama_pooling_type llama_pooling_type(const llama_context_t ctx);
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```
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_(NOTE: this guideline is yet to be applied to the `llama.cpp` codebase. New code should follow this guideline)_
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- C/C++ filenames are all lowercase with dashes. Headers use the `.h` extension. Source files use the `.c` or `.cpp` extension
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- Python filenames are all lowercase with underscores
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- _(TODO: abbreviations usage)_
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# Preprocessor directives
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- _(TODO: add guidelines with examples and apply them to the codebase)_
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```cpp
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#ifdef FOO
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#endif // FOO
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```
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# Documentation
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- Documentation is a community effort
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- When you need to look into the source code to figure out how to use an API consider adding a short summary to the header file for future reference
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- When you notice incorrect or outdated documentation, please update it
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# Resources
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The Github issues, PRs and discussions contain a lot of information that can be useful to get familiar with the codebase. For convenience, some of the more important information is referenced from Github projects:
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https://github.com/ggerganov/llama.cpp/projects
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