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v3.3.4
text-generation-inference/backends/llamacpp/Cargo.toml

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[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 12:40:57 +00:00
[package]
name = "text-generation-router-llamacpp"
version.workspace = true
edition.workspace = true
authors.workspace = true
homepage.workspace = true
[build-dependencies]
bindgen = "0.71.1"
pkg-config = "0.3.31"
[dependencies]
async-trait = "0.1.85"
clap = "4.5.27"
Update the llamacpp backend (#3022) * Build faster Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Make --model-gguf optional Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Enable mmap, offload_kqv & flash_attention by default Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update doc Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Better error message Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update doc Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update installed packages Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Save gguf in models/MODEL_ID/model.gguf Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Fix build with Mach-O Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Quantize without llama-quantize Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp and switch to ggml-org Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Remove make-gguf.sh Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update Cargo.lock Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Support HF_HUB_USER_AGENT_ORIGIN Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Add --build-arg llamacpp_native & llamacpp_cpu_arm_arch Signed-off-by: Adrien Gallouët <angt@huggingface.co> --------- Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-03-11 08:19:01 +00:00
hf-hub.workspace = true
[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 12:40:57 +00:00
num_cpus = "1.16.0"
text-generation-router = { path = "../../router" }
thiserror = "2.0.11"
tokenizers.workspace = true
Update the llamacpp backend (#3022) * Build faster Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Make --model-gguf optional Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Enable mmap, offload_kqv & flash_attention by default Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update doc Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Better error message Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update doc Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update installed packages Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Save gguf in models/MODEL_ID/model.gguf Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Fix build with Mach-O Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Quantize without llama-quantize Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp and switch to ggml-org Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Remove make-gguf.sh Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Update Cargo.lock Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Support HF_HUB_USER_AGENT_ORIGIN Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Bump llama.cpp Signed-off-by: Adrien Gallouët <angt@huggingface.co> * Add --build-arg llamacpp_native & llamacpp_cpu_arm_arch Signed-off-by: Adrien Gallouët <angt@huggingface.co> --------- Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-03-11 08:19:01 +00:00
tokio = { version = "1.43.0", features = ["process"] }
[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 12:40:57 +00:00
tokio-stream = "0.1.17"
tracing = "0.1.41"
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