From 849842916d23c9db4e0814959783b10c152964f8 Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Thu, 6 Jun 2024 15:28:27 +0100 Subject: [PATCH 01/45] `main`/`server`: rename to `llama` / `llama-server` for consistency w/ homebrew --- Makefile | 8 ++++---- examples/main/CMakeLists.txt | 1 + examples/server/CMakeLists.txt | 1 + 3 files changed, 6 insertions(+), 4 deletions(-) diff --git a/Makefile b/Makefile index 895c62f84def0..b05068f36cacc 100644 --- a/Makefile +++ b/Makefile @@ -1,7 +1,7 @@ # Define the default target now so that it is always the first target BUILD_TARGETS = \ - main quantize quantize-stats perplexity imatrix embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml \ - simple batched batched-bench save-load-state server gguf gguf-split eval-callback llama-bench libllava.a llava-cli baby-llama \ + llama quantize quantize-stats perplexity imatrix embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml \ + simple batched batched-bench save-load-state llama-server gguf gguf-split eval-callback llama-bench libllava.a llava-cli baby-llama \ retrieval speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup passkey gritlm tests/test-c.o # Binaries only useful for tests @@ -793,7 +793,7 @@ clean: # Helper function that replaces .c, .cpp, and .cu file endings with .o: GET_OBJ_FILE = $(patsubst %.c,%.o,$(patsubst %.cpp,%.o,$(patsubst %.cu,%.o,$(1)))) -main: examples/main/main.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS) +llama: examples/main/main.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo @@ -848,7 +848,7 @@ save-load-state: examples/save-load-state/save-load-state.cpp ggml.o llama.o $(C $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) -server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h common/json.hpp examples/server/colorthemes.css.hpp examples/server/style.css.hpp examples/server/theme-beeninorder.css.hpp examples/server/theme-ketivah.css.hpp examples/server/theme-mangotango.css.hpp examples/server/theme-playground.css.hpp examples/server/theme-polarnight.css.hpp examples/server/theme-snowstorm.css.hpp examples/server/index.html.hpp examples/server/index-new.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp examples/server/system-prompts.js.hpp examples/server/prompt-formats.js.hpp examples/server/json-schema-to-grammar.mjs.hpp common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS) +llama-server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h common/json.hpp examples/server/colorthemes.css.hpp examples/server/style.css.hpp examples/server/theme-beeninorder.css.hpp examples/server/theme-ketivah.css.hpp examples/server/theme-mangotango.css.hpp examples/server/theme-playground.css.hpp examples/server/theme-polarnight.css.hpp examples/server/theme-snowstorm.css.hpp examples/server/index.html.hpp examples/server/index-new.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp examples/server/system-prompts.js.hpp examples/server/prompt-formats.js.hpp examples/server/json-schema-to-grammar.mjs.hpp common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS) $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h %.hpp $<,$^) -Iexamples/server $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) $(LWINSOCK2) diff --git a/examples/main/CMakeLists.txt b/examples/main/CMakeLists.txt index d532980b76da8..b90c4bb355b77 100644 --- a/examples/main/CMakeLists.txt +++ b/examples/main/CMakeLists.txt @@ -1,4 +1,5 @@ set(TARGET main) +set_target_properties(${TARGET} PROPERTIES OUTPUT_NAME llama) add_executable(${TARGET} main.cpp) install(TARGETS ${TARGET} RUNTIME) target_link_libraries(${TARGET} PRIVATE common llama ${CMAKE_THREAD_LIBS_INIT}) diff --git a/examples/server/CMakeLists.txt b/examples/server/CMakeLists.txt index dab709619ae34..4b7eeaf2e22e6 100644 --- a/examples/server/CMakeLists.txt +++ b/examples/server/CMakeLists.txt @@ -34,6 +34,7 @@ foreach(asset ${PUBLIC_ASSETS}) COMMAND "${CMAKE_COMMAND}" "-DINPUT=${input}" "-DOUTPUT=${output}" -P "${PROJECT_SOURCE_DIR}/scripts/xxd.cmake" ) endforeach() +set_target_properties(${TARGET} PROPERTIES OUTPUT_NAME llama-server) add_executable(${TARGET} ${TARGET_SRCS}) install(TARGETS ${TARGET} RUNTIME) target_compile_definitions(${TARGET} PRIVATE From f298cc63d2cec6cfa72446b8e7f4ec5448f3fd54 Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Thu, 6 Jun 2024 15:39:23 +0100 Subject: [PATCH 02/45] server: update refs -> llama-server gitignore llama-server --- .devops/server-cuda.Dockerfile | 6 ++--- .devops/server-intel.Dockerfile | 4 ++-- .devops/server-rocm.Dockerfile | 4 ++-- .devops/server-vulkan.Dockerfile | 4 ++-- .devops/server.Dockerfile | 6 ++--- .devops/tools.sh | 2 +- .gitignore | 2 +- examples/json-schema-pydantic-example.py | 2 +- examples/server-llama2-13B.sh | 2 +- examples/server/README.md | 22 +++++++++---------- examples/server/bench/README.md | 2 +- examples/server/bench/bench.py | 2 +- examples/server/public_simplechat/readme.md | 4 ++-- examples/server/tests/README.md | 2 +- examples/server/tests/features/steps/steps.py | 4 ++-- grammars/README.md | 2 +- 16 files changed, 35 insertions(+), 35 deletions(-) diff --git a/.devops/server-cuda.Dockerfile b/.devops/server-cuda.Dockerfile index 4e9747b823196..0010ffd4c5465 100644 --- a/.devops/server-cuda.Dockerfile +++ b/.devops/server-cuda.Dockerfile @@ -25,13 +25,13 @@ ENV LLAMA_CUDA=1 # Enable cURL ENV LLAMA_CURL=1 -RUN make -j$(nproc) server +RUN make -j$(nproc) llama-server FROM ${BASE_CUDA_RUN_CONTAINER} as runtime RUN apt-get update && \ apt-get install -y libcurl4-openssl-dev libgomp1 -COPY --from=build /app/server /server +COPY --from=build /app/llama-server /llama-server -ENTRYPOINT [ "/server" ] +ENTRYPOINT [ "/llama-server" ] diff --git a/.devops/server-intel.Dockerfile b/.devops/server-intel.Dockerfile index 13d00b7371744..fc132dfce98fa 100644 --- a/.devops/server-intel.Dockerfile +++ b/.devops/server-intel.Dockerfile @@ -38,8 +38,8 @@ RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRO RUN apt-get update && \ apt-get install -y libcurl4-openssl-dev -COPY --from=build /app/build/bin/server /server +COPY --from=build /app/build/bin/llama-server /llama-server ENV LC_ALL=C.utf8 -ENTRYPOINT [ "/server" ] +ENTRYPOINT [ "/llama-server" ] diff --git a/.devops/server-rocm.Dockerfile b/.devops/server-rocm.Dockerfile index a6b76dee8494f..f88cf20e5b981 100644 --- a/.devops/server-rocm.Dockerfile +++ b/.devops/server-rocm.Dockerfile @@ -45,6 +45,6 @@ ENV LLAMA_CURL=1 RUN apt-get update && \ apt-get install -y libcurl4-openssl-dev -RUN make -j$(nproc) +RUN make -j$(nproc) llama-server -ENTRYPOINT [ "/app/server" ] +ENTRYPOINT [ "/app/llama-server" ] diff --git a/.devops/server-vulkan.Dockerfile b/.devops/server-vulkan.Dockerfile index 6e757e171efee..6cf7fd763b33e 100644 --- a/.devops/server-vulkan.Dockerfile +++ b/.devops/server-vulkan.Dockerfile @@ -23,9 +23,9 @@ RUN cmake -B build -DLLAMA_VULKAN=1 -DLLAMA_CURL=1 && \ # Clean up WORKDIR / -RUN cp /app/build/bin/server /server && \ +RUN cp /app/build/bin/llama-server /llama-server && \ rm -rf /app ENV LC_ALL=C.utf8 -ENTRYPOINT [ "/server" ] +ENTRYPOINT [ "/llama-server" ] diff --git a/.devops/server.Dockerfile b/.devops/server.Dockerfile index bee63b966d5c0..aa93369bebebe 100644 --- a/.devops/server.Dockerfile +++ b/.devops/server.Dockerfile @@ -11,15 +11,15 @@ COPY . . ENV LLAMA_CURL=1 -RUN make -j$(nproc) server +RUN make -j$(nproc) llama-server FROM ubuntu:$UBUNTU_VERSION as runtime RUN apt-get update && \ apt-get install -y libcurl4-openssl-dev libgomp1 -COPY --from=build /app/server /server +COPY --from=build /app/llama-server /llama-server ENV LC_ALL=C.utf8 -ENTRYPOINT [ "/server" ] +ENTRYPOINT [ "/llama-server" ] diff --git a/.devops/tools.sh b/.devops/tools.sh index 97424c3aa746a..4c0c732e737e3 100755 --- a/.devops/tools.sh +++ b/.devops/tools.sh @@ -26,7 +26,7 @@ elif [[ "$arg1" == '--all-in-one' || "$arg1" == '-a' ]]; then fi done elif [[ "$arg1" == '--server' || "$arg1" == '-s' ]]; then - ./server "$@" + ./llama-server "$@" else echo "Unknown command: $arg1" echo "Available commands: " diff --git a/.gitignore b/.gitignore index 5223c6963b155..5312c7fdf4f2a 100644 --- a/.gitignore +++ b/.gitignore @@ -76,7 +76,7 @@ models-mnt /quantize-stats /result /save-load-state -/server +/llama-server /simple /batched /batched-bench diff --git a/examples/json-schema-pydantic-example.py b/examples/json-schema-pydantic-example.py index 69ebfd4093824..cc64e572bac07 100644 --- a/examples/json-schema-pydantic-example.py +++ b/examples/json-schema-pydantic-example.py @@ -1,5 +1,5 @@ # Usage: -#! ./server -m some-model.gguf & +#! ./llama-server -m some-model.gguf & #! pip install pydantic #! python json-schema-pydantic-example.py diff --git a/examples/server-llama2-13B.sh b/examples/server-llama2-13B.sh index 17fedc2b176f6..4ce79b7fac477 100755 --- a/examples/server-llama2-13B.sh +++ b/examples/server-llama2-13B.sh @@ -16,7 +16,7 @@ GEN_OPTIONS="${GEN_OPTIONS:---ctx_size 4096 --batch-size 1024}" # shellcheck disable=SC2086 # Intended splitting of GEN_OPTIONS -./server $GEN_OPTIONS \ +./llama-server $GEN_OPTIONS \ --model "$MODEL" \ --threads "$N_THREAD" \ --rope-freq-scale 1.0 \ diff --git a/examples/server/README.md b/examples/server/README.md index 0c3db8c84c69d..d3284c99845d6 100644 --- a/examples/server/README.md +++ b/examples/server/README.md @@ -80,26 +80,26 @@ The project is under active development, and we are [looking for feedback and co ## Build -`server` is built alongside everything else from the root of the project +`llama-server` is built alongside everything else from the root of the project - Using `make`: ```bash - make server + make llama-server ``` - Using `CMake`: ```bash cmake -B build - cmake --build build --config Release -t server + cmake --build build --config Release -t llama-server ``` - Binary is at `./build/bin/server` + Binary is at `./build/bin/llama-server` ## Build with SSL -`server` can also be built with SSL support using OpenSSL 3 +`llama-server` can also be built with SSL support using OpenSSL 3 - Using `make`: @@ -107,14 +107,14 @@ The project is under active development, and we are [looking for feedback and co # NOTE: For non-system openssl, use the following: # CXXFLAGS="-I /path/to/openssl/include" # LDFLAGS="-L /path/to/openssl/lib" - make LLAMA_SERVER_SSL=true server + make LLAMA_SERVER_SSL=true llama-server ``` - Using `CMake`: ```bash cmake -B build -DLLAMA_SERVER_SSL=ON - cmake --build build --config Release -t server + cmake --build build --config Release -t llama-server ``` ## Quick Start @@ -124,13 +124,13 @@ To get started right away, run the following command, making sure to use the cor ### Unix-based systems (Linux, macOS, etc.) ```bash -./server -m models/7B/ggml-model.gguf -c 2048 +./llama-server -m models/7B/ggml-model.gguf -c 2048 ``` ### Windows ```powershell -server.exe -m models\7B\ggml-model.gguf -c 2048 +llama-server.exe -m models\7B\ggml-model.gguf -c 2048 ``` The above command will start a server that by default listens on `127.0.0.1:8080`. @@ -629,11 +629,11 @@ bash chat.sh ### OAI-like API -The HTTP `server` supports an OAI-like API: https://github.com/openai/openai-openapi +The HTTP `llama-server` supports an OAI-like API: https://github.com/openai/openai-openapi ### API errors -`server` returns errors in the same format as OAI: https://github.com/openai/openai-openapi +`llama-server` returns errors in the same format as OAI: https://github.com/openai/openai-openapi Example of an error: diff --git a/examples/server/bench/README.md b/examples/server/bench/README.md index 23a3ec97523ef..0f18ca39651d2 100644 --- a/examples/server/bench/README.md +++ b/examples/server/bench/README.md @@ -99,7 +99,7 @@ The `bench.py` script does several steps: It aims to be used in the CI, but you can run it manually: ```shell -LLAMA_SERVER_BIN_PATH=../../../cmake-build-release/bin/server python bench.py \ +LLAMA_SERVER_BIN_PATH=../../../cmake-build-release/bin/llama-server python bench.py \ --runner-label local \ --name local \ --branch `git rev-parse --abbrev-ref HEAD` \ diff --git a/examples/server/bench/bench.py b/examples/server/bench/bench.py index 86c5de101445c..4fbbb203267f4 100644 --- a/examples/server/bench/bench.py +++ b/examples/server/bench/bench.py @@ -245,7 +245,7 @@ def start_server(args): def start_server_background(args): # Start the server - server_path = '../../../build/bin/server' + server_path = '../../../build/bin/llama-server' if 'LLAMA_SERVER_BIN_PATH' in os.environ: server_path = os.environ['LLAMA_SERVER_BIN_PATH'] server_args = [ diff --git a/examples/server/public_simplechat/readme.md b/examples/server/public_simplechat/readme.md index 36a46885d71df..2dc1778255256 100644 --- a/examples/server/public_simplechat/readme.md +++ b/examples/server/public_simplechat/readme.md @@ -44,12 +44,12 @@ http module. ### running using examples/server -bin/server -m path/model.gguf --path ../examples/server/public_simplechat [--port PORT] +./llama-server -m path/model.gguf --path examples/server/public_simplechat [--port PORT] ### running using python3's server module first run examples/server -* bin/server -m path/model.gguf +* ./llama-server -m path/model.gguf next run this web front end in examples/server/public_simplechat * cd ../examples/server/public_simplechat diff --git a/examples/server/tests/README.md b/examples/server/tests/README.md index 83c0208f36c09..aca22822c3a8c 100644 --- a/examples/server/tests/README.md +++ b/examples/server/tests/README.md @@ -40,7 +40,7 @@ It's possible to override some scenario steps values with environment variables: | variable | description | |--------------------------|------------------------------------------------------------------------------------------------| | `PORT` | `context.server_port` to set the listening port of the server during scenario, default: `8080` | -| `LLAMA_SERVER_BIN_PATH` | to change the server binary path, default: `../../../build/bin/server` | +| `LLAMA_SERVER_BIN_PATH` | to change the server binary path, default: `../../../build/bin/llama-server` | | `DEBUG` | "ON" to enable steps and server verbose mode `--verbose` | | `SERVER_LOG_FORMAT_JSON` | if set switch server logs to json format | | `N_GPU_LAYERS` | number of model layers to offload to VRAM `-ngl --n-gpu-layers` | diff --git a/examples/server/tests/features/steps/steps.py b/examples/server/tests/features/steps/steps.py index 26d9359d7f3f8..7b5dabb019e75 100644 --- a/examples/server/tests/features/steps/steps.py +++ b/examples/server/tests/features/steps/steps.py @@ -1272,9 +1272,9 @@ def context_text(context): def start_server_background(context): if os.name == 'nt': - context.server_path = '../../../build/bin/Release/server.exe' + context.server_path = '../../../build/bin/Release/llama-server.exe' else: - context.server_path = '../../../build/bin/server' + context.server_path = '../../../build/bin/llama-server' if 'LLAMA_SERVER_BIN_PATH' in os.environ: context.server_path = os.environ['LLAMA_SERVER_BIN_PATH'] server_listen_addr = context.server_fqdn diff --git a/grammars/README.md b/grammars/README.md index 3ffc7cec09257..b8a5f4aa75458 100644 --- a/grammars/README.md +++ b/grammars/README.md @@ -1,6 +1,6 @@ # GBNF Guide -GBNF (GGML BNF) is a format for defining [formal grammars](https://en.wikipedia.org/wiki/Formal_grammar) to constrain model outputs in `llama.cpp`. For example, you can use it to force the model to generate valid JSON, or speak only in emojis. GBNF grammars are supported in various ways in `examples/main` and `examples/server`. +GBNF (GGML BNF) is a format for defining [formal grammars](https://en.wikipedia.org/wiki/Formal_grammar) to constrain model outputs in `llama.cpp`. For example, you can use it to force the model to generate valid JSON, or speak only in emojis. GBNF grammars are supported in various ways in `examples/main` and `examples/llama-server`. ## Background From f5f19a236f01719dd065c7a717eb2b116d4eaa3a Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Thu, 6 Jun 2024 15:40:17 +0100 Subject: [PATCH 03/45] server: simplify nix package --- .devops/nix/package.nix | 2 -- 1 file changed, 2 deletions(-) diff --git a/.devops/nix/package.nix b/.devops/nix/package.nix index e8d5b0bd92d2c..107cc995f2fbf 100644 --- a/.devops/nix/package.nix +++ b/.devops/nix/package.nix @@ -243,8 +243,6 @@ effectiveStdenv.mkDerivation ( # TODO(SomeoneSerge): It's better to add proper install targets at the CMake level, # if they haven't been added yet. postInstall = '' - mv $out/bin/main${executableSuffix} $out/bin/llama${executableSuffix} - mv $out/bin/server${executableSuffix} $out/bin/llama-server${executableSuffix} mkdir -p $out/include cp $src/llama.h $out/include/ ''; From 8b7c734473b07d7f65d3b73e2d9ed3e3ce6961fa Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Thu, 6 Jun 2024 15:44:05 +0100 Subject: [PATCH 04/45] main: update refs -> llama fix examples/main ref --- .devops/cloud-v-pipeline | 2 +- .devops/main-cuda.Dockerfile | 2 +- .devops/main-intel.Dockerfile | 2 +- .devops/main-vulkan.Dockerfile | 2 +- .devops/main.Dockerfile | 2 +- .devops/tools.sh | 2 +- .dockerignore | 2 +- .github/ISSUE_TEMPLATE/01-bug-low.yml | 2 +- .github/ISSUE_TEMPLATE/02-bug-medium.yml | 2 +- .github/ISSUE_TEMPLATE/03-bug-high.yml | 2 +- .github/ISSUE_TEMPLATE/04-bug-critical.yml | 2 +- .gitignore | 2 +- Makefile | 2 +- README-sycl.md | 8 +-- README.md | 12 ++-- ci/run.sh | 66 ++++++++++----------- docs/token_generation_performance_tips.md | 4 +- examples/Miku.sh | 2 +- examples/alpaca.sh | 2 +- examples/base-translate.sh | 2 +- examples/chat-13B.sh | 2 +- examples/chat-persistent.sh | 10 ++-- examples/chat-vicuna.sh | 2 +- examples/chat.sh | 2 +- examples/convert-llama2c-to-ggml/README.md | 2 +- examples/finetune/README.md | 6 +- examples/gguf-split/tests.sh | 2 +- examples/gpt4all.sh | 2 +- examples/jeopardy/jeopardy.sh | 2 +- examples/llama-bench/README.md | 2 +- examples/llama2-13b.sh | 2 +- examples/llama2.sh | 2 +- examples/main/README.md | 18 +++--- examples/quantize/tests.sh | 2 +- examples/reason-act.sh | 2 +- examples/rpc/README.md | 2 +- examples/sycl/run-llama2.sh | 8 +-- examples/train-text-from-scratch/README.md | 2 +- grammars/README.md | 4 +- main | Bin 0 -> 2748744 bytes scripts/hf.sh | 6 +- server | Bin 0 -> 3819592 bytes 42 files changed, 101 insertions(+), 101 deletions(-) create mode 100755 main create mode 100755 server diff --git a/.devops/cloud-v-pipeline b/.devops/cloud-v-pipeline index f3a4944f8a419..90e5bbd9e42cb 100644 --- a/.devops/cloud-v-pipeline +++ b/.devops/cloud-v-pipeline @@ -15,7 +15,7 @@ node('x86_runner1'){ // Running on x86 runner containing latest vecto stage('Running llama.cpp'){ sh'''#!/bin/bash module load gnu-bin2/0.1 # loading latest versions of vector qemu and vector gcc - qemu-riscv64 -L /softwares/gnu-bin2/sysroot -cpu rv64,v=true,vlen=256,elen=64,vext_spec=v1.0 ./main -m /home/alitariq/codellama-7b.Q4_K_M.gguf -p "Anything" -n 9 > llama_log.txt # Running llama.cpp on vector qemu-riscv64 + qemu-riscv64 -L /softwares/gnu-bin2/sysroot -cpu rv64,v=true,vlen=256,elen=64,vext_spec=v1.0 ./llama -m /home/alitariq/codellama-7b.Q4_K_M.gguf -p "Anything" -n 9 > llama_log.txt # Running llama.cpp on vector qemu-riscv64 cat llama_log.txt # Printing results ''' } diff --git a/.devops/main-cuda.Dockerfile b/.devops/main-cuda.Dockerfile index 2aec4a85dbfe2..d46d50e873599 100644 --- a/.devops/main-cuda.Dockerfile +++ b/.devops/main-cuda.Dockerfile @@ -30,6 +30,6 @@ FROM ${BASE_CUDA_RUN_CONTAINER} as runtime RUN apt-get update && \ apt-get install -y libgomp1 -COPY --from=build /app/main /main +COPY --from=build /app/llama /llama ENTRYPOINT [ "/main" ] diff --git a/.devops/main-intel.Dockerfile b/.devops/main-intel.Dockerfile index 7516c8313c1d6..ded6921406411 100644 --- a/.devops/main-intel.Dockerfile +++ b/.devops/main-intel.Dockerfile @@ -27,7 +27,7 @@ RUN if [ "${LLAMA_SYCL_F16}" = "ON" ]; then \ FROM intel/oneapi-basekit:$ONEAPI_VERSION as runtime -COPY --from=build /app/build/bin/main /main +COPY --from=build /app/build/bin/llama /llama ENV LC_ALL=C.utf8 diff --git a/.devops/main-vulkan.Dockerfile b/.devops/main-vulkan.Dockerfile index 1bdb528035cd4..9d8138a49a564 100644 --- a/.devops/main-vulkan.Dockerfile +++ b/.devops/main-vulkan.Dockerfile @@ -19,7 +19,7 @@ RUN cmake -B build -DLLAMA_VULKAN=1 && \ # Clean up WORKDIR / -RUN cp /app/build/bin/main /main && \ +RUN cp /app/build/bin/llama /llama && \ rm -rf /app ENV LC_ALL=C.utf8 diff --git a/.devops/main.Dockerfile b/.devops/main.Dockerfile index d2514c4ba5755..0f3b8b6a537ad 100644 --- a/.devops/main.Dockerfile +++ b/.devops/main.Dockerfile @@ -16,7 +16,7 @@ FROM ubuntu:$UBUNTU_VERSION as runtime RUN apt-get update && \ apt-get install -y libgomp1 -COPY --from=build /app/main /main +COPY --from=build /app/llama /llama ENV LC_ALL=C.utf8 diff --git a/.devops/tools.sh b/.devops/tools.sh index 4c0c732e737e3..b9a590d8235bc 100755 --- a/.devops/tools.sh +++ b/.devops/tools.sh @@ -12,7 +12,7 @@ if [[ "$arg1" == '--convert' || "$arg1" == '-c' ]]; then elif [[ "$arg1" == '--quantize' || "$arg1" == '-q' ]]; then ./quantize "$@" elif [[ "$arg1" == '--run' || "$arg1" == '-r' ]]; then - ./main "$@" + ./llama "$@" elif [[ "$arg1" == '--finetune' || "$arg1" == '-f' ]]; then ./finetune "$@" elif [[ "$arg1" == '--all-in-one' || "$arg1" == '-a' ]]; then diff --git a/.dockerignore b/.dockerignore index 633bbc3a971c1..f29a6dc311335 100644 --- a/.dockerignore +++ b/.dockerignore @@ -12,7 +12,7 @@ build*/ models/* -/main +/llama /quantize arm_neon.h diff --git a/.github/ISSUE_TEMPLATE/01-bug-low.yml b/.github/ISSUE_TEMPLATE/01-bug-low.yml index bfb9d9a0692c4..67b2740924746 100644 --- a/.github/ISSUE_TEMPLATE/01-bug-low.yml +++ b/.github/ISSUE_TEMPLATE/01-bug-low.yml @@ -24,7 +24,7 @@ body: label: Name and Version description: Which executable and which version of our software are you running? (use `--version` to get a version string) placeholder: | - $./main --version + $./llama --version version: 2999 (42b4109e) built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu validations: diff --git a/.github/ISSUE_TEMPLATE/02-bug-medium.yml b/.github/ISSUE_TEMPLATE/02-bug-medium.yml index e8297eea03551..9f5adbe2f975c 100644 --- a/.github/ISSUE_TEMPLATE/02-bug-medium.yml +++ b/.github/ISSUE_TEMPLATE/02-bug-medium.yml @@ -24,7 +24,7 @@ body: label: Name and Version description: Which executable and which version of our software are you running? (use `--version` to get a version string) placeholder: | - $./main --version + $./llama --version version: 2999 (42b4109e) built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu validations: diff --git a/.github/ISSUE_TEMPLATE/03-bug-high.yml b/.github/ISSUE_TEMPLATE/03-bug-high.yml index 3c9d50d169720..7fcc8a7d5212c 100644 --- a/.github/ISSUE_TEMPLATE/03-bug-high.yml +++ b/.github/ISSUE_TEMPLATE/03-bug-high.yml @@ -24,7 +24,7 @@ body: label: Name and Version description: Which executable and which version of our software are you running? (use `--version` to get a version string) placeholder: | - $./main --version + $./llama --version version: 2999 (42b4109e) built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu validations: diff --git a/.github/ISSUE_TEMPLATE/04-bug-critical.yml b/.github/ISSUE_TEMPLATE/04-bug-critical.yml index d089d5fa10cfc..848deab3168b1 100644 --- a/.github/ISSUE_TEMPLATE/04-bug-critical.yml +++ b/.github/ISSUE_TEMPLATE/04-bug-critical.yml @@ -24,7 +24,7 @@ body: label: Name and Version description: Which executable and which version of our software are you running? (use `--version` to get a version string) placeholder: | - $./main --version + $./llama --version version: 2999 (42b4109e) built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu validations: diff --git a/.gitignore b/.gitignore index 5312c7fdf4f2a..270bbc6ddb2b1 100644 --- a/.gitignore +++ b/.gitignore @@ -67,7 +67,7 @@ models-mnt /lookup-create /lookup-merge /lookup-stats -/main +/llama /metal /passkey /perplexity diff --git a/Makefile b/Makefile index b05068f36cacc..25d946ec99232 100644 --- a/Makefile +++ b/Makefile @@ -797,7 +797,7 @@ llama: examples/main/main.cpp ggml.o llama.o $( $(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<) $(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) @echo - @echo '==== Run ./main -h for help. ====' + @echo '==== Run ./llama -h for help. ====' @echo infill: examples/infill/infill.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS) diff --git a/README-sycl.md b/README-sycl.md index 62b38135c01c0..136a02c525e2c 100644 --- a/README-sycl.md +++ b/README-sycl.md @@ -313,7 +313,7 @@ Examples: - Use device 0: ```sh -ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:" -n 400 -e -ngl 33 -sm none -mg 0 +ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:" -n 400 -e -ngl 33 -sm none -mg 0 ``` or run by script: @@ -324,7 +324,7 @@ or run by script: - Use multiple devices: ```sh -ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:" -n 400 -e -ngl 33 -sm layer +ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:" -n 400 -e -ngl 33 -sm layer ``` Otherwise, you can run the script: @@ -488,13 +488,13 @@ Examples: - Use device 0: ``` -build\bin\main.exe -m models\llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e -ngl 33 -s 0 -sm none -mg 0 +build\bin\llama.exe -m models\llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e -ngl 33 -s 0 -sm none -mg 0 ``` - Use multiple devices: ``` -build\bin\main.exe -m models\llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e -ngl 33 -s 0 -sm layer +build\bin\llama.exe -m models\llama-2-7b.Q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e -ngl 33 -s 0 -sm layer ``` Otherwise, run the following wrapper script: diff --git a/README.md b/README.md index 09e8cad31bf62..f74d54147f2e9 100644 --- a/README.md +++ b/README.md @@ -218,7 +218,7 @@ Unless otherwise noted these projects are open-source with permissive licensing: Here is a typical run using LLaMA v2 13B on M2 Ultra: ``` -$ make -j && ./main -m models/llama-13b-v2/ggml-model-q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e +$ make -j && ./llama -m models/llama-13b-v2/ggml-model-q4_0.gguf -p "Building a website can be done in 10 simple steps:\nStep 1:" -n 400 -e I llama.cpp build info: I UNAME_S: Darwin I UNAME_P: arm @@ -585,7 +585,7 @@ Building the program with BLAS support may lead to some performance improvements cmake -B build -DLLAMA_VULKAN=1 cmake --build build --config Release # Test the output binary (with "-ngl 33" to offload all layers to GPU) - ./bin/main -m "PATH_TO_MODEL" -p "Hi you how are you" -n 50 -e -ngl 33 -t 4 + ./bin/llama -m "PATH_TO_MODEL" -p "Hi you how are you" -n 50 -e -ngl 33 -t 4 # You should see in the output, ggml_vulkan detected your GPU. For example: # ggml_vulkan: Using Intel(R) Graphics (ADL GT2) | uma: 1 | fp16: 1 | warp size: 32 @@ -632,7 +632,7 @@ python convert-hf-to-gguf.py models/mymodel/ --vocab-type bpe ```bash # start inference on a gguf model -./main -m ./models/mymodel/ggml-model-Q4_K_M.gguf -n 128 +./llama -m ./models/mymodel/ggml-model-Q4_K_M.gguf -n 128 ``` When running the larger models, make sure you have enough disk space to store all the intermediate files. @@ -731,7 +731,7 @@ Here is an example of a few-shot interaction, invoked with the command ./examples/chat-13B.sh # custom arguments using a 13B model -./main -m ./models/13B/ggml-model-q4_0.gguf -n 256 --repeat_penalty 1.0 --color -i -r "User:" -f prompts/chat-with-bob.txt +./llama -m ./models/13B/ggml-model-q4_0.gguf -n 256 --repeat_penalty 1.0 --color -i -r "User:" -f prompts/chat-with-bob.txt ``` Note the use of `--color` to distinguish between user input and generated text. Other parameters are explained in more detail in the [README](examples/main/README.md) for the `main` example program. @@ -762,7 +762,7 @@ PROMPT_TEMPLATE=./prompts/chat-with-bob.txt PROMPT_CACHE_FILE=bob.prompt.bin \ `llama.cpp` supports grammars to constrain model output. For example, you can force the model to output JSON only: ```bash -./main -m ./models/13B/ggml-model-q4_0.gguf -n 256 --grammar-file grammars/json.gbnf -p 'Request: schedule a call at 8pm; Command:' +./llama -m ./models/13B/ggml-model-q4_0.gguf -n 256 --grammar-file grammars/json.gbnf -p 'Request: schedule a call at 8pm; Command:' ``` The `grammars/` folder contains a handful of sample grammars. To write your own, check out the [GBNF Guide](./grammars/README.md). @@ -869,7 +869,7 @@ $mv /sdcard/llama.cpp/llama-2-7b-chat.Q4_K_M.gguf /data/data/com.termux/files/ho Now, you can start chatting: ``` $cd /data/data/com.termux/files/home/bin -$./main -m ../model/llama-2-7b-chat.Q4_K_M.gguf -n 128 -cml +$./llama -m ../model/llama-2-7b-chat.Q4_K_M.gguf -n 128 -cml ``` Here's a demo of an interactive session running on Pixel 5 phone: diff --git a/ci/run.sh b/ci/run.sh index 3fc5f48b2e2af..d74eecc2a8085 100755 --- a/ci/run.sh +++ b/ci/run.sh @@ -314,17 +314,17 @@ function gg_run_open_llama_7b_v2 { ./bin/quantize ${model_f16} ${model_q5_k} q5_k ./bin/quantize ${model_f16} ${model_q6_k} q6_k - (time ./bin/main --model ${model_f16} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log - (time ./bin/main --model ${model_q8_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log - (time ./bin/main --model ${model_q4_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log - (time ./bin/main --model ${model_q4_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log - (time ./bin/main --model ${model_q5_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log - (time ./bin/main --model ${model_q5_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log - (time ./bin/main --model ${model_q2_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log - (time ./bin/main --model ${model_q3_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log - (time ./bin/main --model ${model_q4_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log - (time ./bin/main --model ${model_q5_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log - (time ./bin/main --model ${model_q6_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log + (time ./bin/llama --model ${model_f16} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log + (time ./bin/llama --model ${model_q8_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log + (time ./bin/llama --model ${model_q4_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log + (time ./bin/llama --model ${model_q4_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log + (time ./bin/llama --model ${model_q5_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log + (time ./bin/llama --model ${model_q5_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log + (time ./bin/llama --model ${model_q2_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log + (time ./bin/llama --model ${model_q3_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log + (time ./bin/llama --model ${model_q4_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log + (time ./bin/llama --model ${model_q5_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log + (time ./bin/llama --model ${model_q6_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log (time ./bin/perplexity --model ${model_f16} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log @@ -448,17 +448,17 @@ function gg_run_pythia_1_4b { ./bin/quantize ${model_f16} ${model_q5_k} q5_k ./bin/quantize ${model_f16} ${model_q6_k} q6_k - (time ./bin/main --model ${model_f16} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log - (time ./bin/main --model ${model_q8_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log - (time ./bin/main --model ${model_q4_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log - (time ./bin/main --model ${model_q4_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log - (time ./bin/main --model ${model_q5_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log - (time ./bin/main --model ${model_q5_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log - (time ./bin/main --model ${model_q2_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log - (time ./bin/main --model ${model_q3_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log - (time ./bin/main --model ${model_q4_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log - (time ./bin/main --model ${model_q5_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log - (time ./bin/main --model ${model_q6_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log + (time ./bin/llama --model ${model_f16} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log + (time ./bin/llama --model ${model_q8_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log + (time ./bin/llama --model ${model_q4_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log + (time ./bin/llama --model ${model_q4_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log + (time ./bin/llama --model ${model_q5_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log + (time ./bin/llama --model ${model_q5_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log + (time ./bin/llama --model ${model_q2_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log + (time ./bin/llama --model ${model_q3_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log + (time ./bin/llama --model ${model_q4_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log + (time ./bin/llama --model ${model_q5_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log + (time ./bin/llama --model ${model_q6_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log (time ./bin/perplexity --model ${model_f16} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log @@ -580,17 +580,17 @@ function gg_run_pythia_2_8b { ./bin/quantize ${model_f16} ${model_q5_k} q5_k ./bin/quantize ${model_f16} ${model_q6_k} q6_k - (time ./bin/main --model ${model_f16} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log - (time ./bin/main --model ${model_q8_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log - (time ./bin/main --model ${model_q4_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log - (time ./bin/main --model ${model_q4_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log - (time ./bin/main --model ${model_q5_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log - (time ./bin/main --model ${model_q5_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log - (time ./bin/main --model ${model_q2_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log - (time ./bin/main --model ${model_q3_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log - (time ./bin/main --model ${model_q4_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log - (time ./bin/main --model ${model_q5_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log - (time ./bin/main --model ${model_q6_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log + (time ./bin/llama --model ${model_f16} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log + (time ./bin/llama --model ${model_q8_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log + (time ./bin/llama --model ${model_q4_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log + (time ./bin/llama --model ${model_q4_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log + (time ./bin/llama --model ${model_q5_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log + (time ./bin/llama --model ${model_q5_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log + (time ./bin/llama --model ${model_q2_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log + (time ./bin/llama --model ${model_q3_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log + (time ./bin/llama --model ${model_q4_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log + (time ./bin/llama --model ${model_q5_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log + (time ./bin/llama --model ${model_q6_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log (time ./bin/perplexity --model ${model_f16} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log diff --git a/docs/token_generation_performance_tips.md b/docs/token_generation_performance_tips.md index 3c43431471243..c6a201abe1864 100644 --- a/docs/token_generation_performance_tips.md +++ b/docs/token_generation_performance_tips.md @@ -3,7 +3,7 @@ ## Verifying that the model is running on the GPU with CUDA Make sure you compiled llama with the correct env variables according to [this guide](../README.md#CUDA), so that llama accepts the `-ngl N` (or `--n-gpu-layers N`) flag. When running llama, you may configure `N` to be very large, and llama will offload the maximum possible number of layers to the GPU, even if it's less than the number you configured. For example: ```shell -./main -m "path/to/model.gguf" -ngl 200000 -p "Please sir, may I have some " +./llama -m "path/to/model.gguf" -ngl 200000 -p "Please sir, may I have some " ``` When running llama, before it starts the inference work, it will output diagnostic information that shows whether cuBLAS is offloading work to the GPU. Look for these lines: @@ -27,7 +27,7 @@ RAM: 32GB Model: `TheBloke_Wizard-Vicuna-30B-Uncensored-GGML/Wizard-Vicuna-30B-Uncensored.q4_0.gguf` (30B parameters, 4bit quantization, GGML) -Run command: `./main -m "path/to/model.gguf" -p "An extremely detailed description of the 10 best ethnic dishes will follow, with recipes: " -n 1000 [additional benchmark flags]` +Run command: `./llama -m "path/to/model.gguf" -p "An extremely detailed description of the 10 best ethnic dishes will follow, with recipes: " -n 1000 [additional benchmark flags]` Result: diff --git a/examples/Miku.sh b/examples/Miku.sh index b9174b4e6e126..114ccbb4fe16f 100755 --- a/examples/Miku.sh +++ b/examples/Miku.sh @@ -22,7 +22,7 @@ if [ -n "$N_THREAD" ]; then GEN_OPTIONS+=(--threads "$N_THREAD") fi -./main "${GEN_OPTIONS[@]}" \ +./llama "${GEN_OPTIONS[@]}" \ --model "$MODEL" \ --in-prefix " " \ --in-suffix "${AI_NAME}:" \ diff --git a/examples/alpaca.sh b/examples/alpaca.sh index 8d2bae6918b62..b8148dbf2d14d 100755 --- a/examples/alpaca.sh +++ b/examples/alpaca.sh @@ -7,7 +7,7 @@ cd `dirname $0` cd .. -./main -m ./models/alpaca.13b.ggmlv3.q8_0.bin \ +./llama -m ./models/alpaca.13b.ggmlv3.q8_0.bin \ --color \ -f ./prompts/alpaca.txt \ --ctx_size 2048 \ diff --git a/examples/base-translate.sh b/examples/base-translate.sh index 00dedd0df7dde..971b8ebc2732c 100755 --- a/examples/base-translate.sh +++ b/examples/base-translate.sh @@ -58,4 +58,4 @@ echo "$2 model=$1 # generate the most likely continuation until the string "===" is found -./main -m $model -f $ftmp -n 64 --temp 0 --repeat-penalty 1.0 --no-penalize-nl -r "===" $eargs +./llama -m $model -f $ftmp -n 64 --temp 0 --repeat-penalty 1.0 --no-penalize-nl -r "===" $eargs diff --git a/examples/chat-13B.sh b/examples/chat-13B.sh index 35c089d57d253..c27763a366288 100755 --- a/examples/chat-13B.sh +++ b/examples/chat-13B.sh @@ -30,7 +30,7 @@ sed -e "s/\[\[USER_NAME\]\]/$USER_NAME/g" \ $PROMPT_TEMPLATE > $PROMPT_FILE # shellcheck disable=SC2086 # Intended splitting of GEN_OPTIONS -./main $GEN_OPTIONS \ +./llama $GEN_OPTIONS \ --model "$MODEL" \ --threads "$N_THREAD" \ --n_predict "$N_PREDICTS" \ diff --git a/examples/chat-persistent.sh b/examples/chat-persistent.sh index 22f5b83d3da06..151da66252f11 100755 --- a/examples/chat-persistent.sh +++ b/examples/chat-persistent.sh @@ -62,7 +62,7 @@ fi if [[ ! -e "$PROMPT_CACHE_FILE" ]]; then echo 'Prompt cache does not exist, building...' # Default batch_size to 64 here for better user feedback during initial prompt processing - ./main 2>>"$LOG" \ + ./llama 2>>"$LOG" \ --batch_size 64 \ "${OPTS[@]}" \ --prompt-cache "$PROMPT_CACHE_FILE" \ @@ -109,13 +109,13 @@ while read -e line; do printf '%s: ' "$AI_NAME" >>"$CUR_PROMPT_FILE" - ./main 2>>"$LOG" "${OPTS[@]}" \ + ./llama 2>>"$LOG" "${OPTS[@]}" \ --prompt-cache "$CUR_PROMPT_CACHE" \ --prompt-cache-all \ --file "$CUR_PROMPT_FILE" \ --reverse-prompt "${USER_NAME}:" \ --n_predict "$n_predict" | - skip_bytes 1 | # skip BOS token added by ./main + skip_bytes 1 | # skip BOS token added by ./llama tee "$CUR_PROMPT_FILE.tmp" | # save prompt + generation to tmp file skip_bytes "$n_prompt_len_pre" # print generation @@ -133,7 +133,7 @@ while read -e line; do # TODO get both messages in one go if ! session_size_msg="$(tail -n30 "$LOG" | grep -oE "$SESSION_SIZE_MSG_PATTERN")" || ! sample_time_msg="$(tail -n10 "$LOG" | grep -oE "$SAMPLE_TIME_MSG_PATTERN")"; then - echo >&2 "Couldn't get number of tokens from ./main output!" + echo >&2 "Couldn't get number of tokens from ./llama output!" exit 1 fi @@ -144,7 +144,7 @@ while read -e line; do fi # Update cache for next prompt in background, ideally during user input - ./main >>"$LOG_BG" 2>&1 "${OPTS[@]}" \ + ./llama >>"$LOG_BG" 2>&1 "${OPTS[@]}" \ --prompt-cache "$NEXT_PROMPT_CACHE" \ --file "$NEXT_PROMPT_FILE" \ --n_predict 1 & diff --git a/examples/chat-vicuna.sh b/examples/chat-vicuna.sh index 8c7b7bef42784..c243c1adca9e1 100755 --- a/examples/chat-vicuna.sh +++ b/examples/chat-vicuna.sh @@ -30,7 +30,7 @@ sed -e "s/\[\[USER_NAME\]\]/$USER_NAME/g" \ $PROMPT_TEMPLATE > $PROMPT_FILE # shellcheck disable=SC2086 # Intended splitting of GEN_OPTIONS -./bin/main $GEN_OPTIONS \ +./bin/llama $GEN_OPTIONS \ --model "$MODEL" \ --threads "$N_THREAD" \ --n_predict "$N_PREDICTS" \ diff --git a/examples/chat.sh b/examples/chat.sh index d567acecdff11..70db33c79a1d4 100755 --- a/examples/chat.sh +++ b/examples/chat.sh @@ -11,6 +11,6 @@ cd .. # # "--keep 48" is based on the contents of prompts/chat-with-bob.txt # -./main -m ./models/llama-7b/ggml-model-q4_0.gguf -c 512 -b 1024 -n 256 --keep 48 \ +./llama -m ./models/llama-7b/ggml-model-q4_0.gguf -c 512 -b 1024 -n 256 --keep 48 \ --repeat_penalty 1.0 --color -i \ -r "User:" -f prompts/chat-with-bob.txt diff --git a/examples/convert-llama2c-to-ggml/README.md b/examples/convert-llama2c-to-ggml/README.md index 742dcf7a35b50..57c259249ed8b 100644 --- a/examples/convert-llama2c-to-ggml/README.md +++ b/examples/convert-llama2c-to-ggml/README.md @@ -25,4 +25,4 @@ Note: The vocabulary for `stories260K.bin` should be its own tokenizer `tok512.b Now you can use the model with a command like: -`$ ./main -m stories42M.gguf.bin -p "One day, Lily met a Shoggoth" -n 500 -c 256` +`$ ./llama -m stories42M.gguf.bin -p "One day, Lily met a Shoggoth" -n 500 -c 256` diff --git a/examples/finetune/README.md b/examples/finetune/README.md index 2fafd505e5447..b07dbf67c90f1 100644 --- a/examples/finetune/README.md +++ b/examples/finetune/README.md @@ -18,7 +18,7 @@ wget https://raw.githubusercontent.com/brunoklein99/deep-learning-notes/master/s --use-checkpointing # predict -./bin/main -m open-llama-3b-v2-q8_0.gguf --lora lora-open-llama-3b-v2-q8_0-shakespeare-LATEST.bin +./bin/llama -m open-llama-3b-v2-q8_0.gguf --lora lora-open-llama-3b-v2-q8_0-shakespeare-LATEST.bin ``` **Only llama based models are supported!** The output files will be saved every N iterations (config with `--save-every N`). @@ -45,7 +45,7 @@ In `main` you can also load multiple LORA adapters, which will then be mixed tog For example if you have two LORA adapters `lora-open-llama-3b-v2-q8_0-shakespeare-LATEST.bin` and `lora-open-llama-3b-v2-q8_0-bible-LATEST.bin`, you can mix them together like this: ```bash -./bin/main -m open-llama-3b-v2-q8_0.gguf \ +./bin/llama -m open-llama-3b-v2-q8_0.gguf \ --lora lora-open-llama-3b-v2-q8_0-shakespeare-LATEST.bin \ --lora lora-open-llama-3b-v2-q8_0-bible-LATEST.bin ``` @@ -55,7 +55,7 @@ You can change how strong each LORA adapter is applied to the base model by usin For example to apply 40% of the 'shakespeare' LORA adapter, 80% of the 'bible' LORA adapter and 100% of yet another one: ```bash -./bin/main -m open-llama-3b-v2-q8_0.gguf \ +./bin/llama -m open-llama-3b-v2-q8_0.gguf \ --lora-scaled lora-open-llama-3b-v2-q8_0-shakespeare-LATEST.bin 0.4 \ --lora-scaled lora-open-llama-3b-v2-q8_0-bible-LATEST.bin 0.8 \ --lora lora-open-llama-3b-v2-q8_0-yet-another-one-LATEST.bin diff --git a/examples/gguf-split/tests.sh b/examples/gguf-split/tests.sh index 3bc0fa47110e3..e7006a98942db 100755 --- a/examples/gguf-split/tests.sh +++ b/examples/gguf-split/tests.sh @@ -19,7 +19,7 @@ fi set -x SPLIT=$1/gguf-split -MAIN=$1/main +MAIN=$1/llama WORK_PATH=$TMP_DIR/gguf-split ROOT_DIR=$(realpath $(dirname $0)/../../) diff --git a/examples/gpt4all.sh b/examples/gpt4all.sh index 5fd739e55c554..7194a472872ce 100755 --- a/examples/gpt4all.sh +++ b/examples/gpt4all.sh @@ -7,7 +7,7 @@ cd `dirname $0` cd .. -./main --color --instruct --threads 4 \ +./llama --color --instruct --threads 4 \ --model ./models/gpt4all-7B/gpt4all-lora-quantized.bin \ --file ./prompts/alpaca.txt \ --batch_size 8 --ctx_size 2048 -n -1 \ diff --git a/examples/jeopardy/jeopardy.sh b/examples/jeopardy/jeopardy.sh index 9bdbc755c13a7..502b0cac8ec07 100755 --- a/examples/jeopardy/jeopardy.sh +++ b/examples/jeopardy/jeopardy.sh @@ -21,7 +21,7 @@ counter=1 echo 'Running' while IFS= read -r question do - exe_cmd="./main -p "\"$prefix$introduction$nl$prefix$question\"" "$opts" -m ""\"$MODEL\""" >> ""\"$output_file\"" + exe_cmd="./llama -p "\"$prefix$introduction$nl$prefix$question\"" "$opts" -m ""\"$MODEL\""" >> ""\"$output_file\"" echo $counter echo "Current Question: $question" eval "$exe_cmd" diff --git a/examples/llama-bench/README.md b/examples/llama-bench/README.md index fd95b35f46595..52b0e74d3dbf9 100644 --- a/examples/llama-bench/README.md +++ b/examples/llama-bench/README.md @@ -1,4 +1,4 @@ -# llama.cpp/example/llama-bench +# llama.cpp/examples/llama-bench Performance testing tool for llama.cpp. diff --git a/examples/llama2-13b.sh b/examples/llama2-13b.sh index 92b3f6dd8b0ec..cc76b56729d33 100755 --- a/examples/llama2-13b.sh +++ b/examples/llama2-13b.sh @@ -7,7 +7,7 @@ cd `dirname $0` cd .. -./main -m models/available/Llama2/13B/llama-2-13b.ggmlv3.q4_0.bin \ +./llama -m models/available/Llama2/13B/llama-2-13b.ggmlv3.q4_0.bin \ --color \ --ctx_size 2048 \ -n -1 \ diff --git a/examples/llama2.sh b/examples/llama2.sh index 221b37553cfe7..4ed7f09321e32 100755 --- a/examples/llama2.sh +++ b/examples/llama2.sh @@ -7,7 +7,7 @@ cd `dirname $0` cd .. -./main -m models/available/Llama2/7B/llama-2-7b.ggmlv3.q4_0.bin \ +./llama -m models/available/Llama2/7B/llama-2-7b.ggmlv3.q4_0.bin \ --color \ --ctx_size 2048 \ -n -1 \ diff --git a/examples/main/README.md b/examples/main/README.md index cdc002f151d4a..96423ea4e39ee 100644 --- a/examples/main/README.md +++ b/examples/main/README.md @@ -1,4 +1,4 @@ -# llama.cpp/example/main +# llama.cpp/examples/main This example program allows you to use various LLaMA language models in an easy and efficient way. It is specifically designed to work with the [llama.cpp](https://github.com/ggerganov/llama.cpp) project, which provides a plain C/C++ implementation with optional 4-bit quantization support for faster, lower memory inference, and is optimized for desktop CPUs. This program can be used to perform various inference tasks with LLaMA models, including generating text based on user-provided prompts and chat-like interactions with reverse prompts. @@ -20,13 +20,13 @@ To get started right away, run the following command, making sure to use the cor #### Unix-based systems (Linux, macOS, etc.): ```bash -./main -m models/7B/ggml-model.bin --prompt "Once upon a time" +./llama -m models/7B/ggml-model.bin --prompt "Once upon a time" ``` #### Windows: ```powershell -main.exe -m models\7B\ggml-model.bin --prompt "Once upon a time" +llama.exe -m models\7B\ggml-model.bin --prompt "Once upon a time" ``` For an interactive experience, try this command: @@ -34,7 +34,7 @@ For an interactive experience, try this command: #### Unix-based systems (Linux, macOS, etc.): ```bash -./main -m models/7B/ggml-model.bin -n -1 --color -r "User:" --in-prefix " " -i -p \ +./llama -m models/7B/ggml-model.bin -n -1 --color -r "User:" --in-prefix " " -i -p \ 'User: Hi AI: Hello. I am an AI chatbot. Would you like to talk? User: Sure! @@ -45,7 +45,7 @@ User:' #### Windows: ```powershell -main.exe -m models\7B\ggml-model.bin -n -1 --color -r "User:" --in-prefix " " -i -e -p "User: Hi\nAI: Hello. I am an AI chatbot. Would you like to talk?\nUser: Sure!\nAI: What would you like to talk about?\nUser:" +llama.exe -m models\7B\ggml-model.bin -n -1 --color -r "User:" --in-prefix " " -i -e -p "User: Hi\nAI: Hello. I am an AI chatbot. Would you like to talk?\nUser: Sure!\nAI: What would you like to talk about?\nUser:" ``` The following command generates "infinite" text from a starting prompt (you can use `Ctrl-C` to stop it): @@ -53,13 +53,13 @@ The following command generates "infinite" text from a starting prompt (you can #### Unix-based systems (Linux, macOS, etc.): ```bash -./main -m models/7B/ggml-model.bin --ignore-eos -n -1 +./llama -m models/7B/ggml-model.bin --ignore-eos -n -1 ``` #### Windows: ```powershell -main.exe -m models\7B\ggml-model.bin --ignore-eos -n -1 +llama.exe -m models\7B\ggml-model.bin --ignore-eos -n -1 ``` ## Common Options @@ -107,7 +107,7 @@ To overcome this limitation, you can use the `--in-prefix` flag to add a space o The `--in-prefix` flag is used to add a prefix to your input, primarily, this is used to insert a space after the reverse prompt. Here's an example of how to use the `--in-prefix` flag in conjunction with the `--reverse-prompt` flag: ```sh -./main -r "User:" --in-prefix " " +./llama -r "User:" --in-prefix " " ``` ### In-Suffix @@ -115,7 +115,7 @@ The `--in-prefix` flag is used to add a prefix to your input, primarily, this is The `--in-suffix` flag is used to add a suffix after your input. This is useful for adding an "Assistant:" prompt after the user's input. It's added after the new-line character (`\n`) that's automatically added to the end of the user's input. Here's an example of how to use the `--in-suffix` flag in conjunction with the `--reverse-prompt` flag: ```sh -./main -r "User:" --in-prefix " " --in-suffix "Assistant:" +./llama -r "User:" --in-prefix " " --in-suffix "Assistant:" ``` ## Context Management diff --git a/examples/quantize/tests.sh b/examples/quantize/tests.sh index 38e28ffc365ee..5d2778c05ba0e 100644 --- a/examples/quantize/tests.sh +++ b/examples/quantize/tests.sh @@ -20,7 +20,7 @@ set -x SPLIT=$1/gguf-split QUANTIZE=$1/quantize -MAIN=$1/main +MAIN=$1/llama WORK_PATH=$TMP_DIR/quantize ROOT_DIR=$(realpath $(dirname $0)/../../) diff --git a/examples/reason-act.sh b/examples/reason-act.sh index 046c48db584bc..e84993bdd0dd5 100755 --- a/examples/reason-act.sh +++ b/examples/reason-act.sh @@ -8,7 +8,7 @@ if [ "$1" == "-m" ]; then MODEL="-m $2 " fi -./main $MODEL --color \ +./llama $MODEL --color \ -f ./prompts/reason-act.txt \ -i --interactive-first \ --top_k 10000 --temp 0.2 --repeat_penalty 1 -t 7 -c 2048 \ diff --git a/examples/rpc/README.md b/examples/rpc/README.md index eeec71a8ee0c2..66343ea6b9299 100644 --- a/examples/rpc/README.md +++ b/examples/rpc/README.md @@ -70,5 +70,5 @@ cmake --build . --config Release Finally, use the `--rpc` option to specify the host and port of each `rpc-server`: ```bash -$ bin/main -m ../models/tinyllama-1b/ggml-model-f16.gguf -p "Hello, my name is" --repeat-penalty 1.0 -n 64 --rpc 192.168.88.10:50052,192.168.88.11:50052 -ngl 99 +$ bin/llama -m ../models/tinyllama-1b/ggml-model-f16.gguf -p "Hello, my name is" --repeat-penalty 1.0 -n 64 --rpc 192.168.88.10:50052,192.168.88.11:50052 -ngl 99 ``` diff --git a/examples/sycl/run-llama2.sh b/examples/sycl/run-llama2.sh index 7b39a18c0681d..33929197f7f50 100755 --- a/examples/sycl/run-llama2.sh +++ b/examples/sycl/run-llama2.sh @@ -23,15 +23,15 @@ fi if [ $GGML_SYCL_SINGLE_GPU -eq 1 ]; then echo "use $GGML_SYCL_DEVICE as main GPU" #use signle GPU only - ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 -mg $GGML_SYCL_DEVICE -sm none + ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 -mg $GGML_SYCL_DEVICE -sm none else #use multiple GPUs with same max compute units - ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 + ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 fi #use main GPU only -#ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 -mg $GGML_SYCL_DEVICE -sm none +#ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 -mg $GGML_SYCL_DEVICE -sm none #use multiple GPUs with same max compute units -#ZES_ENABLE_SYSMAN=1 ./build/bin/main -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 +#ZES_ENABLE_SYSMAN=1 ./build/bin/llama -m models/llama-2-7b.Q4_0.gguf -p "${INPUT2}" -n 400 -e -ngl 33 -s 0 diff --git a/examples/train-text-from-scratch/README.md b/examples/train-text-from-scratch/README.md index 1b3454069e9a3..31054b4b1d0e9 100644 --- a/examples/train-text-from-scratch/README.md +++ b/examples/train-text-from-scratch/README.md @@ -18,7 +18,7 @@ wget https://raw.githubusercontent.com/brunoklein99/deep-learning-notes/master/s --no-checkpointing # predict -./bin/main -m ggml-shakespeare-256x16-f32.gguf +./bin/llama -m ggml-shakespeare-256x16-f32.gguf ``` Output files will be saved every N iterations (config with `--save-every N`). diff --git a/grammars/README.md b/grammars/README.md index b8a5f4aa75458..1675f6e7bb0d7 100644 --- a/grammars/README.md +++ b/grammars/README.md @@ -1,6 +1,6 @@ # GBNF Guide -GBNF (GGML BNF) is a format for defining [formal grammars](https://en.wikipedia.org/wiki/Formal_grammar) to constrain model outputs in `llama.cpp`. For example, you can use it to force the model to generate valid JSON, or speak only in emojis. GBNF grammars are supported in various ways in `examples/main` and `examples/llama-server`. +GBNF (GGML BNF) is a format for defining [formal grammars](https://en.wikipedia.org/wiki/Formal_grammar) to constrain model outputs in `llama.cpp`. For example, you can use it to force the model to generate valid JSON, or speak only in emojis. GBNF grammars are supported in various ways in `examples/main` and `examples/server`. ## Background @@ -91,7 +91,7 @@ item ::= [^\n]+ "\n" This guide provides a brief overview. Check out the GBNF files in this directory (`grammars/`) for examples of full grammars. You can try them out with: ``` -./main -m --grammar-file grammars/some-grammar.gbnf -p 'Some prompt' +./llama -m --grammar-file grammars/some-grammar.gbnf -p 'Some prompt' ``` ## Troubleshooting diff --git a/main b/main new file mode 100755 index 0000000000000000000000000000000000000000..b7e5ce4ffc16304ca4ad23892748609b99d23dde GIT binary patch literal 2748744 zcmeFa33!#&weY{+oDA>D1eh>m1_n6?WKd8+gPfB9hJaCl>(Id@qV*&Jl))AXNCMgh zgO+Go`z8GfIMkeIEN$UddhL~zwl|JNv0mHWdrcf_VjRE$6O`uvTkml4o|BUV`_=FH z{?F4q&(41Ld-kyQT5GSp_S$Rj_YbGu`&+V7n&K~pForOP7k5@<%PTdSkWVNoy3&8y z!mlh`c7?nR|1%1Qzv`2cdIBz~XT`#6SA_p;mN(n${l!ej@j^nP^+Qq7hMP8S=*<;b z->d0nXEy#|oRLY=(y!28tf~k-^H5Z@e#31ytPj14tnbQ4#~H{e1}E|-X=i=9RiE`U z_1$tq*~;EZBkSA$ORK(kvpz{X>r;K;D_v8%q3D)xd}IAh8vrx1zM=na);H9wPD$EX z-w5ly9TgR=yk*V$UIa$gmu1zr`#(&oNIKRo93`f{^&8feuDRLzEwaA-cV-y)JGaQJ zPtwjmC#>?msOaXED~oR0xbmi3Hxz9sxgoN?|9UgisBdYTS&O72>u}a@(PQPRlJ)D? zl&rofvOdr6vyA$NScN3*{EMvHs&Dm88v;^YA9`G5)wjVynxvh7ee1hz&9_R|+*nk) 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