text-generation-inference/backends/llamacpp/build.rs
Adrien Gallouët cfd4fbb479
[Backend] Add Llamacpp backend (#2975)
* Add llamacpp backend

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Get rid of llama_batch_get_one()

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Use max_batch_total_tokens

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle max_batch_size

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add some input validation checks

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle ctx args & fix sampling

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add GPU args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --defrag-threshold

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add a stupid batch mechanism

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --numa

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Enable flash attention by default

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --offload-kqv

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix batch_pos

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* backend(llama): add CUDA Dockerfile_llamacpp for now

* Only export the latest logits

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Output real logprobs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix batching

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix seq iterations

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Auto-detect n_threads when not provided

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Clear request cache after completion

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove warmup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* backend(llama): add CUDA architectures build argument for Dockerfile

* Add specific args for batch

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add --type-v & --type-k

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Bump llamacpp to b4623

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Disable graceful shutdown in debug mode

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update Dockerfile_llamacpp

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup Dockerfile

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update Cargo.lock

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Simplify batching logic

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Set TGI_LLAMA_PKG_CUDA from CUDA_VERSION

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Rename bindings

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove n_ctx

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Make max_batch_total_tokens optional

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Ensure all samplers are freed on error

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Initialize penalty_last_n with llamacpp default value

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Improve default settings

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update docs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Thanks clippy

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Thanks cargo fmt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update docs

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Do not use HOSTNAME env

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Bump llama.cpp & cuda

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix requirements.txt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix fmt

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Enable KQV offload by default

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove Ngrok tunneling

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Remove .cargo/config.toml

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix Dockerfile

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add missing cuda prefix

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Handle custom llama.cpp dir

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Cleanup

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add README.md

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add HF transfer

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Fix bool args

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Update doc

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
Co-authored-by: Morgan Funtowicz <funtowiczmo@gmail.com>
2025-02-14 13:40:57 +01:00

49 lines
1.6 KiB
Rust

use bindgen::callbacks::{ItemInfo, ParseCallbacks};
use std::env;
use std::path::PathBuf;
#[derive(Debug)]
struct PrefixStripper;
impl ParseCallbacks for PrefixStripper {
fn generated_name_override(&self, item_info: ItemInfo<'_>) -> Option<String> {
item_info.name.strip_prefix("llama_").map(str::to_string)
}
}
fn main() {
if let Some(cuda_version) = option_env!("CUDA_VERSION") {
let mut version: Vec<&str> = cuda_version.split('.').collect();
if version.len() > 2 {
version.pop();
}
let cuda_version = format!("cuda-{}", version.join("."));
pkg_config::Config::new().probe(&cuda_version).unwrap();
}
let llama = pkg_config::Config::new().probe("llama").unwrap();
for path in &llama.link_paths {
println!("cargo:rustc-link-arg=-Wl,-rpath,{}", path.display());
}
println!("cargo:rustc-link-arg=-Wl,--disable-new-dtags");
let bindings = bindgen::Builder::default()
.clang_args(
llama
.include_paths
.iter()
.map(|p| format!("-I{}", p.display())),
)
.header_contents("llama_bindings.h", "#include <llama.h>")
.prepend_enum_name(false)
.parse_callbacks(Box::new(PrefixStripper))
.parse_callbacks(Box::new(bindgen::CargoCallbacks::new()))
.generate()
.expect("Unable to generate bindings");
let out_path = PathBuf::from(env::var("OUT_DIR").unwrap());
bindings
.write_to_file(out_path.join("llamacpp.rs"))
.expect("Couldn't write bindings!");
}