Safetensors
GGUF
Turkish
llama
Llama-3
instruct
finetune
chatml
gpt4
synthetic data
distillation
function calling
json mode
axolotl
roleplaying
chat
Instructions to use tda45/TdAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use tda45/TdAI with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="tda45/TdAI", filename="llama.cpp/models/ggml-vocab-aquila.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tda45/TdAI with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tda45/TdAI # Run inference directly in the terminal: llama cli -hf tda45/TdAI
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./llama-cli -hf tda45/TdAI
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf tda45/TdAI # Run inference directly in the terminal: ./build/bin/llama-cli -hf tda45/TdAI
Use Docker
docker model run hf.co/tda45/TdAI
- LM Studio
- Jan
- Ollama
How to use tda45/TdAI with Ollama:
ollama run hf.co/tda45/TdAI
- Unsloth Studio
How to use tda45/TdAI with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for tda45/TdAI to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for tda45/TdAI to start chatting
- Atomic Chat new
- Docker Model Runner
How to use tda45/TdAI with Docker Model Runner:
docker model run hf.co/tda45/TdAI
- Lemonade
How to use tda45/TdAI with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tda45/TdAI
Run and chat with the model
lemonade run user.TdAI-{{QUANT_TAG}}List all available models
lemonade list
| // TODO: consider moving to llama-impl.h if needed in more places | |
| static std::string llama_format_win_err(DWORD err) { | |
| LPSTR buf; | |
| size_t size = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS, | |
| NULL, err, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&buf, 0, NULL); | |
| if (!size) { | |
| return "FormatMessageA failed"; | |
| } | |
| std::string ret(buf, size); | |
| LocalFree(buf); | |
| return ret; | |
| } | |
| // llama_file | |
| struct llama_file::impl { | |
| HANDLE fp_win32; | |
| std::string GetErrorMessageWin32(DWORD error_code) const { | |
| std::string ret; | |
| LPSTR lpMsgBuf = NULL; | |
| DWORD bufLen = FormatMessageA(FORMAT_MESSAGE_ALLOCATE_BUFFER | FORMAT_MESSAGE_FROM_SYSTEM | FORMAT_MESSAGE_IGNORE_INSERTS, | |
| NULL, error_code, MAKELANGID(LANG_NEUTRAL, SUBLANG_DEFAULT), (LPSTR)&lpMsgBuf, 0, NULL); | |
| if (!bufLen) { | |
| ret = format("Win32 error code: %lx", error_code); | |
| } else { | |
| ret = lpMsgBuf; | |
| LocalFree(lpMsgBuf); | |
| } | |
| return ret; | |
| } | |
| impl(const char * fname, const char * mode, [[maybe_unused]] const bool use_direct_io = false) { | |
| fp = ggml_fopen(fname, mode); | |
| if (fp == NULL) { | |
| throw std::runtime_error(format("failed to open %s: %s", fname, strerror(errno))); | |
| } | |
| fp_win32 = (HANDLE) _get_osfhandle(_fileno(fp)); | |
| seek(0, SEEK_END); | |
| size = tell(); | |
| seek(0, SEEK_SET); | |
| } | |
| impl(FILE * file) : owns_fp(false) { | |
| fp = file; | |
| fp_win32 = (HANDLE) _get_osfhandle(_fileno(fp)); | |
| seek(0, SEEK_END); | |
| size = tell(); | |
| seek(0, SEEK_SET); | |
| } | |
| size_t tell() const { | |
| LARGE_INTEGER li; | |
| li.QuadPart = 0; | |
| BOOL ret = SetFilePointerEx(fp_win32, li, &li, FILE_CURRENT); | |
| if (!ret) { | |
| throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str())); | |
| } | |
| return li.QuadPart; | |
| } | |
| void seek(size_t offset, int whence) const { | |
| static_assert(SEEK_SET == FILE_BEGIN, "SEEK_SET != FILE_BEGIN"); | |
| static_assert(SEEK_CUR == FILE_CURRENT, "SEEK_CUR != FILE_CURRENT"); | |
| static_assert(SEEK_END == FILE_END, "SEEK_END != FILE_END"); | |
| LARGE_INTEGER li; | |
| li.QuadPart = offset; | |
| BOOL ret = SetFilePointerEx(fp_win32, li, NULL, whence); | |
| if (!ret) { | |
| throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str())); | |
| } | |
| } | |
| void read_raw(void * ptr, size_t len) { | |
| size_t bytes_read = 0; | |
| while (bytes_read < len) { | |
| size_t chunk_size = std::min<size_t>(len - bytes_read, 64*1024*1024); | |
| DWORD chunk_read = 0; | |
| BOOL result = ReadFile(fp_win32, reinterpret_cast<char*>(ptr) + bytes_read, chunk_size, &chunk_read, NULL); | |
| if (!result) { | |
| throw std::runtime_error(format("read error: %s", GetErrorMessageWin32(GetLastError()).c_str())); | |
| } | |
| if (chunk_read < chunk_size || chunk_read == 0) { | |
| throw std::runtime_error("unexpectedly reached end of file"); | |
| } | |
| bytes_read += chunk_read; | |
| } | |
| } | |
| uint32_t read_u32() { | |
| uint32_t val; | |
| read_raw(&val, sizeof(val)); | |
| return val; | |
| } | |
| void write_raw(const void * ptr, size_t len) const { | |
| size_t bytes_written = 0; | |
| while (bytes_written < len) { | |
| size_t chunk_size = std::min<size_t>(len - bytes_written, 64*1024*1024); | |
| DWORD chunk_written = 0; | |
| BOOL result = WriteFile(fp_win32, reinterpret_cast<char const*>(ptr) + bytes_written, chunk_size, &chunk_written, NULL); | |
| if (!result) { | |
| throw std::runtime_error(format("write error: %s", GetErrorMessageWin32(GetLastError()).c_str())); | |
| } | |
| if (chunk_written < chunk_size || chunk_written == 0) { | |
| throw std::runtime_error("unexpectedly failed to write bytes"); | |
| } | |
| bytes_written += chunk_written; | |
| } | |
| } | |
| void write_u32(uint32_t val) const { | |
| write_raw(&val, sizeof(val)); | |
| } | |
| bool has_direct_io() const { | |
| return true; | |
| } | |
| ~impl() { | |
| if (fp && owns_fp) { | |
| std::fclose(fp); | |
| } | |
| } | |
| impl(const char * fname, const char * mode, [[maybe_unused]] const bool use_direct_io = false) : fname(fname) { | |
| // Try unbuffered I/O for read only | |
| if (use_direct_io && std::strcmp(mode, "rb") == 0) { | |
| if (init_fd()) { | |
| return; | |
| } | |
| LLAMA_LOG_WARN("Failed to open file '%s' with error: %s. Falling back to buffered I/O", | |
| fname, strerror(errno)); | |
| } | |
| init_fp(mode); | |
| } | |
| bool init_fd() { | |
| fd = open(fname.c_str(), O_RDONLY | O_DIRECT); | |
| if (fd != -1) { | |
| struct stat file_stats{}; | |
| fstat(fd, &file_stats); | |
| size = file_stats.st_size; | |
| alignment = file_stats.st_blksize; | |
| off_t ret = lseek(fd, 0, SEEK_SET); | |
| if (ret == -1) { | |
| throw std::runtime_error(format("seek error: %s", strerror(errno))); | |
| } | |
| return true; | |
| } | |
| return false; | |
| } | |
| void init_fp(const char * mode) { | |
| fp = ggml_fopen(fname.c_str(), mode); | |
| if (fp == NULL) { | |
| throw std::runtime_error(format("failed to open %s: %s", fname.c_str(), strerror(errno))); | |
| } | |
| seek(0, SEEK_END); | |
| size = tell(); | |
| seek(0, SEEK_SET); | |
| } | |
| impl(FILE * file) : fname("(file*)"), owns_fp(false) { | |
| fp = file; | |
| seek(0, SEEK_END); | |
| size = tell(); | |
| seek(0, SEEK_SET); | |
| } | |
| size_t tell() const { | |
| if (fd == -1) { | |
| off_t ret = llama_mmap_ftell(fp); | |
| if (ret == -1) { | |
| throw std::runtime_error(format("ftell error: %s", strerror(errno))); | |
| } | |
| return (size_t) ret; | |
| } | |
| off_t pos = lseek(fd, 0, SEEK_CUR); | |
| if (pos == -1) { | |
| throw std::runtime_error(format("lseek error: %s", strerror(errno))); | |
| } | |
| return (size_t) pos; | |
| } | |
| void seek(size_t offset, int whence) const { | |
| off_t ret = 0; | |
| if (fd == -1) { | |
| ret = llama_mmap_fseek(fp, offset, whence); | |
| } else { | |
| ret = lseek(fd, offset, whence); | |
| } | |
| if (ret == -1) { | |
| throw std::runtime_error(format("seek error: %s", strerror(errno))); | |
| } | |
| } | |
| void read_raw_unsafe(void * ptr, size_t len) { | |
| if (len == 0) { | |
| return; | |
| } | |
| errno = 0; | |
| if (fd == -1) { | |
| const size_t curr_off = tell(); | |
| const size_t to_read = std::min(len, size - curr_off); | |
| std::size_t ret = std::fread(ptr, to_read, 1, fp); | |
| if (ferror(fp)) { | |
| throw std::runtime_error(format("read error: %s", strerror(errno))); | |
| } | |
| if (to_read > 0 && ret != 1) { | |
| throw std::runtime_error("unexpectedly reached end of file"); | |
| } | |
| } else { | |
| size_t bytes_read = 0; | |
| while (bytes_read < len) { | |
| const size_t to_read = len - bytes_read; | |
| ssize_t ret = ::read(fd, reinterpret_cast<char *>(ptr) + bytes_read, to_read); | |
| if (ret == -1) { | |
| if (errno == EINTR) { | |
| continue; // Interrupted by signal, retry | |
| } | |
| // Fallback to std::fread in case the DMA controller cannot access the buffer | |
| if (errno == EFAULT || errno == EINVAL) { | |
| LLAMA_LOG_WARN("%s: Falling back to buffered IO due to %s\n", __func__, strerror(errno)); | |
| auto curr_off = tell(); | |
| close(fd); | |
| fd = -1; | |
| alignment = 1; | |
| init_fp("rb"); | |
| seek(curr_off, SEEK_SET); | |
| read_raw_unsafe(ptr, len); | |
| return; | |
| } | |
| throw std::runtime_error(format("read error: %s", strerror(errno))); | |
| } | |
| if (ret == 0) { | |
| // EOF: allow if this read was only pulling alignment padding past file end | |
| off_t pos = lseek(fd, 0, SEEK_CUR); | |
| if (pos != -1 && (size_t) pos == size) { | |
| std::memset(reinterpret_cast<char *>(ptr) + bytes_read, 0, len - bytes_read); | |
| return; | |
| } | |
| throw std::runtime_error("unexpectedly reached end of file"); | |
| } | |
| bytes_read += (size_t) ret; | |
| } | |
| } | |
| } | |
| void read_aligned_chunk(void * dest, size_t size) { | |
| size_t offset = tell(); | |
| off_t aligned_offset = offset & ~(alignment - 1); | |
| off_t offset_from_alignment = offset - aligned_offset; | |
| size_t bytes_to_read = (offset_from_alignment + size + alignment - 1) & ~(alignment - 1); | |
| void * raw_buffer = nullptr; | |
| int ret = posix_memalign(&raw_buffer, alignment, bytes_to_read); | |
| if (ret != 0) { | |
| throw std::runtime_error(format("posix_memalign failed with error %d", ret)); | |
| } | |
| struct aligned_buffer_deleter { | |
| void operator()(void * p) const { free(p); } | |
| }; | |
| std::unique_ptr<void, aligned_buffer_deleter> buffer(raw_buffer); | |
| seek(aligned_offset, SEEK_SET); | |
| read_raw_unsafe(buffer.get(), bytes_to_read); | |
| uintptr_t actual_data = reinterpret_cast<uintptr_t>(buffer.get()) + offset_from_alignment; | |
| memcpy(dest, reinterpret_cast<void *>(actual_data), size); | |
| } | |
| void read_raw(void * ptr, size_t len) { | |
| if (has_direct_io()) { | |
| read_aligned_chunk(ptr, len); | |
| } else { | |
| read_raw_unsafe(ptr, len); | |
| } | |
| } | |
| uint32_t read_u32() { | |
| uint32_t ret; | |
| read_raw(&ret, sizeof(ret)); | |
| return ret; | |
| } | |
| void write_raw(const void * ptr, size_t len) const { | |
| if (len == 0) { | |
| return; | |
| } | |
| errno = 0; | |
| size_t ret = std::fwrite(ptr, len, 1, fp); | |
| if (ret != 1) { | |
| throw std::runtime_error(format("write error: %s", strerror(errno))); | |
| } | |
| } | |
| void write_u32(uint32_t val) const { | |
| write_raw(&val, sizeof(val)); | |
| } | |
| bool has_direct_io() const { | |
| return fd != -1 && alignment > 1; | |
| } | |
| ~impl() { | |
| if (fd != -1) { | |
| close(fd); | |
| } else if (owns_fp) { | |
| std::fclose(fp); | |
| } | |
| } | |
| int fd = -1; | |
| std::string fname; | |
| size_t read_alignment() const { | |
| return alignment; | |
| } | |
| size_t alignment = 1; | |
| FILE * fp{}; | |
| size_t size{}; | |
| bool owns_fp = true; | |
| }; | |
| llama_file::llama_file(const char * fname, const char * mode, const bool use_direct_io) : | |
| pimpl(std::make_unique<impl>(fname, mode, use_direct_io)) {} | |
| llama_file::llama_file(FILE * file) : pimpl(std::make_unique<impl>(file)) {} | |
| llama_file::~llama_file() = default; | |
| size_t llama_file::tell() const { return pimpl->tell(); } | |
| size_t llama_file::size() const { return pimpl->size; } | |
| size_t llama_file::read_alignment() const { return pimpl->read_alignment(); } | |
| bool llama_file::has_direct_io() const { return pimpl->has_direct_io(); } | |
| int llama_file::file_id() const { | |
| return _fileno(pimpl->fp); | |
| if (pimpl->fd != -1) { | |
| return pimpl->fd; | |
| } | |
| return fileno(pimpl->fp); | |
| return ::fileno(pimpl->fp); | |
| } | |
| void llama_file::seek(size_t offset, int whence) const { pimpl->seek(offset, whence); } | |
| void llama_file::read_raw(void * ptr, size_t len) { pimpl->read_raw(ptr, len); } | |
| void llama_file::read_raw_unsafe(void * ptr, size_t len) { pimpl->read_raw(ptr, len); } | |
| void llama_file::read_raw_unsafe(void * ptr, size_t len) { pimpl->read_raw_unsafe(ptr, len); } | |
| uint32_t llama_file::read_u32() { return pimpl->read_u32(); } | |
| void llama_file::write_raw(const void * ptr, size_t len) const { pimpl->write_raw(ptr, len); } | |
| void llama_file::write_u32(uint32_t val) const { pimpl->write_u32(val); } | |
| // llama_mmap | |
| struct llama_mmap::impl { | |
| std::vector<std::pair<size_t, size_t>> mapped_fragments; | |
| impl(struct llama_file * file, size_t prefetch, bool numa) { | |
| size = file->size(); | |
| int fd = file->file_id(); | |
| int flags = MAP_SHARED; | |
| if (numa) { prefetch = 0; } | |
| if (posix_fadvise(fd, 0, 0, POSIX_FADV_SEQUENTIAL)) { | |
| LLAMA_LOG_WARN("warning: posix_fadvise(.., POSIX_FADV_SEQUENTIAL) failed: %s\n", | |
| strerror(errno)); | |
| } | |
| if (prefetch) { flags |= MAP_POPULATE; } | |
| addr = mmap(NULL, file->size(), PROT_READ, flags, fd, 0); | |
| if (addr == MAP_FAILED) { | |
| throw std::runtime_error(format("mmap failed: %s", strerror(errno))); | |
| } | |
| if (prefetch > 0) { | |
| if (posix_madvise(addr, std::min(file->size(), prefetch), POSIX_MADV_WILLNEED)) { | |
| LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_WILLNEED) failed: %s\n", | |
| strerror(errno)); | |
| } | |
| } | |
| if (numa) { | |
| if (posix_madvise(addr, file->size(), POSIX_MADV_RANDOM)) { | |
| LLAMA_LOG_WARN("warning: posix_madvise(.., POSIX_MADV_RANDOM) failed: %s\n", | |
| strerror(errno)); | |
| } | |
| } | |
| mapped_fragments.emplace_back(0, file->size()); | |
| } | |
| static void align_range(size_t * first, size_t * last, size_t page_size) { | |
| size_t offset_in_page = *first & (page_size - 1); | |
| size_t offset_to_page = offset_in_page == 0 ? 0 : page_size - offset_in_page; | |
| *first += offset_to_page; | |
| *last = *last & ~(page_size - 1); | |
| if (*last <= *first) { | |
| *last = *first; | |
| } | |
| } | |
| void unmap_fragment(size_t first, size_t last) { | |
| int page_size = sysconf(_SC_PAGESIZE); | |
| align_range(&first, &last, page_size); | |
| size_t len = last - first; | |
| if (len == 0) { | |
| return; | |
| } | |
| GGML_ASSERT(first % page_size == 0); | |
| GGML_ASSERT(last % page_size == 0); | |
| GGML_ASSERT(last > first); | |
| void * next_page_start = (uint8_t *) addr + first; | |
| if (munmap(next_page_start, len)) { | |
| LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno)); | |
| } | |
| std::vector<std::pair<size_t, size_t>> new_mapped_fragments; | |
| for (const auto & frag : mapped_fragments) { | |
| if (frag.first < first && frag.second > last) { | |
| new_mapped_fragments.emplace_back(frag.first, first); | |
| new_mapped_fragments.emplace_back(last, frag.second); | |
| } else if (frag.first < first && frag.second > first) { | |
| new_mapped_fragments.emplace_back(frag.first, first); | |
| } else if (frag.first < last && frag.second > last) { | |
| new_mapped_fragments.emplace_back(last, frag.second); | |
| } else if (frag.first >= first && frag.second <= last) { | |
| } else { | |
| new_mapped_fragments.push_back(frag); | |
| } | |
| } | |
| mapped_fragments = std::move(new_mapped_fragments); | |
| } | |
| ~impl() { | |
| for (const auto & frag : mapped_fragments) { | |
| if (munmap((char *) addr + frag.first, frag.second - frag.first)) { | |
| LLAMA_LOG_WARN("warning: munmap failed: %s\n", strerror(errno)); | |
| } | |
| } | |
| } | |
| HANDLE hMapping = nullptr; | |
| impl(struct llama_file * file, size_t prefetch, bool numa) { | |
| GGML_UNUSED(numa); | |
| size = file->size(); | |
| HANDLE hFile = (HANDLE) _get_osfhandle(file->file_id()); | |
| hMapping = CreateFileMappingA(hFile, NULL, PAGE_READONLY, 0, 0, NULL); | |
| if (hMapping == NULL) { | |
| DWORD error = GetLastError(); | |
| throw std::runtime_error(format("CreateFileMappingA failed: %s", llama_format_win_err(error).c_str())); | |
| } | |
| addr = MapViewOfFile(hMapping, FILE_MAP_READ, 0, 0, 0); | |
| DWORD error = GetLastError(); | |
| if (addr == NULL) { | |
| CloseHandle(hMapping); | |
| throw std::runtime_error(format("MapViewOfFile failed: %s", llama_format_win_err(error).c_str())); | |
| } | |
| if (prefetch > 0) { | |
| BOOL (WINAPI *pPrefetchVirtualMemory) (HANDLE, ULONG_PTR, PWIN32_MEMORY_RANGE_ENTRY, ULONG); | |
| HMODULE hKernel32 = GetModuleHandleW(L"kernel32.dll"); | |
| pPrefetchVirtualMemory = (decltype(pPrefetchVirtualMemory))(void *) GetProcAddress(hKernel32, "PrefetchVirtualMemory"); | |
| if (pPrefetchVirtualMemory) { | |
| WIN32_MEMORY_RANGE_ENTRY range; | |
| range.VirtualAddress = addr; | |
| range.NumberOfBytes = (SIZE_T) std::min(size, prefetch); | |
| if (!pPrefetchVirtualMemory(GetCurrentProcess(), 1, &range, 0)) { | |
| LLAMA_LOG_WARN("warning: PrefetchVirtualMemory failed: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| } | |
| } | |
| LLAMA_LOG_DEBUG("skipping PrefetchVirtualMemory because _WIN32_WINNT < 0x602\n"); | |
| } | |
| } | |
| void unmap_fragment(size_t first, size_t last) { | |
| GGML_UNUSED(first); | |
| GGML_UNUSED(last); | |
| } | |
| ~impl() { | |
| if (hMapping) { | |
| if (addr) { | |
| if (!UnmapViewOfFile(addr)) { | |
| LLAMA_LOG_WARN("warning: UnmapViewOfFile failed: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| } | |
| } | |
| if (!CloseHandle(hMapping)) { | |
| LLAMA_LOG_WARN("warning: CloseHandle failed: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| } | |
| } | |
| } | |
| impl(struct llama_file * file, size_t prefetch, bool numa) { | |
| GGML_UNUSED(file); | |
| GGML_UNUSED(prefetch); | |
| GGML_UNUSED(numa); | |
| throw std::runtime_error("mmap not supported"); | |
| } | |
| void unmap_fragment(size_t first, size_t last) { | |
| GGML_UNUSED(first); | |
| GGML_UNUSED(last); | |
| throw std::runtime_error("mmap not supported"); | |
| } | |
| void * addr; | |
| size_t size; | |
| }; | |
| llama_mmap::llama_mmap(struct llama_file * file, size_t prefetch, bool numa) : pimpl(std::make_unique<impl>(file, prefetch, numa)) {} | |
| llama_mmap::~llama_mmap() = default; | |
| size_t llama_mmap::size() const { return pimpl->size; } | |
| void * llama_mmap::addr() const { return pimpl->addr; } | |
| void llama_mmap::unmap_fragment(size_t first, size_t last) { pimpl->unmap_fragment(first, last); } | |
| const bool llama_mmap::SUPPORTED = true; | |
| const bool llama_mmap::SUPPORTED = false; | |
| // llama_mlock | |
| struct llama_mlock::impl { | |
| static size_t lock_granularity() { | |
| return (size_t) sysconf(_SC_PAGESIZE); | |
| } | |
| bool raw_lock(const void * addr, size_t size) const { | |
| if (!mlock(addr, size)) { | |
| return true; | |
| } | |
| char* errmsg = std::strerror(errno); | |
| bool suggest = (errno == ENOMEM); | |
| // visionOS/tvOS/Haiku don't support RLIMIT_MEMLOCK | |
| // Skip resource limit checks on these platforms | |
| suggest = false; | |
| struct rlimit lock_limit; | |
| if (suggest && getrlimit(RLIMIT_MEMLOCK, &lock_limit)) { | |
| suggest = false; | |
| } | |
| if (suggest && ((uint64_t)lock_limit.rlim_max > (uint64_t)lock_limit.rlim_cur + size)) { | |
| suggest = false; | |
| } | |
| LLAMA_LOG_WARN("warning: failed to mlock %zu-byte buffer (after previously locking %zu bytes): %s\n%s", | |
| size, this->size, errmsg, suggest ? MLOCK_SUGGESTION : ""); | |
| return false; | |
| } | |
| static void raw_unlock(void * addr, size_t size) { | |
| if (munlock(addr, size)) { | |
| LLAMA_LOG_WARN("warning: failed to munlock buffer: %s\n", std::strerror(errno)); | |
| } | |
| } | |
| static size_t lock_granularity() { | |
| SYSTEM_INFO si; | |
| GetSystemInfo(&si); | |
| return (size_t) si.dwPageSize; | |
| } | |
| bool raw_lock(void * ptr, size_t len) const { | |
| for (int tries = 1; ; tries++) { | |
| if (VirtualLock(ptr, len)) { | |
| return true; | |
| } | |
| if (tries == 2) { | |
| LLAMA_LOG_WARN("warning: failed to VirtualLock %zu-byte buffer (after previously locking %zu bytes): %s\n", | |
| len, size, llama_format_win_err(GetLastError()).c_str()); | |
| return false; | |
| } | |
| SIZE_T min_ws_size, max_ws_size; | |
| if (!GetProcessWorkingSetSize(GetCurrentProcess(), &min_ws_size, &max_ws_size)) { | |
| LLAMA_LOG_WARN("warning: GetProcessWorkingSetSize failed: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| return false; | |
| } | |
| size_t increment = len + 1048576; | |
| min_ws_size += increment; | |
| max_ws_size += increment; | |
| if (!SetProcessWorkingSetSize(GetCurrentProcess(), min_ws_size, max_ws_size)) { | |
| LLAMA_LOG_WARN("warning: SetProcessWorkingSetSize failed: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| return false; | |
| } | |
| } | |
| } | |
| static void raw_unlock(void * ptr, size_t len) { | |
| if (!VirtualUnlock(ptr, len)) { | |
| LLAMA_LOG_WARN("warning: failed to VirtualUnlock buffer: %s\n", | |
| llama_format_win_err(GetLastError()).c_str()); | |
| } | |
| } | |
| static size_t lock_granularity() { | |
| return (size_t) 65536; | |
| } | |
| bool raw_lock(const void * addr, size_t len) const { | |
| LLAMA_LOG_WARN("warning: mlock not supported on this system\n"); | |
| return false; | |
| } | |
| static void raw_unlock(const void * addr, size_t len) {} | |
| impl() : addr(NULL), size(0), failed_already(false) {} | |
| void init(void * ptr) { | |
| GGML_ASSERT(addr == NULL && size == 0); | |
| addr = ptr; | |
| } | |
| void grow_to(size_t target_size) { | |
| GGML_ASSERT(addr); | |
| if (failed_already) { | |
| return; | |
| } | |
| size_t granularity = lock_granularity(); | |
| target_size = (target_size + granularity - 1) & ~(granularity - 1); | |
| if (target_size > size) { | |
| if (raw_lock((uint8_t *) addr + size, target_size - size)) { | |
| size = target_size; | |
| } else { | |
| failed_already = true; | |
| } | |
| } | |
| } | |
| void * addr; | |
| size_t size; | |
| bool failed_already; | |
| }; | |
| llama_mlock::llama_mlock() : pimpl(std::make_unique<impl>()) {} | |
| llama_mlock::~llama_mlock() = default; | |
| void llama_mlock::init(void * ptr) { pimpl->init(ptr); } | |
| void llama_mlock::grow_to(size_t target_size) { pimpl->grow_to(target_size); } | |
| const bool llama_mlock::SUPPORTED = true; | |
| const bool llama_mlock::SUPPORTED = false; | |
| size_t llama_path_max() { | |
| return PATH_MAX; | |
| } | |