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
| # mtmd | |
| set(MTMD_VIDEO ON CACHE BOOL "enable video support in mtmd (requires ffmpeg binary in PATH)") | |
| # TODO: add MTMD_VIDEO_METHOD in the future to select between ffmpeg and other backends | |
| find_package(Threads REQUIRED) | |
| add_library(mtmd | |
| mtmd.cpp | |
| mtmd-audio.cpp | |
| mtmd-image.cpp | |
| mtmd.h | |
| mtmd-helper.cpp | |
| mtmd-helper.h | |
| clip.cpp | |
| clip.h | |
| clip-impl.h | |
| clip-model.h | |
| clip-graph.h | |
| models/models.h | |
| models/cogvlm.cpp | |
| models/conformer.cpp | |
| models/dotsocr.cpp | |
| models/exaone4_5.cpp | |
| models/gemma4a.cpp | |
| models/gemma4v.cpp | |
| models/gemma4ua.cpp | |
| models/gemma4uv.cpp | |
| models/glm4v.cpp | |
| models/granite-speech.cpp | |
| models/granite4-vision.cpp | |
| models/hunyuanvl.cpp | |
| models/internvl.cpp | |
| models/kimivl.cpp | |
| models/kimik25.cpp | |
| models/nemotron-v2-vl.cpp | |
| models/llama4.cpp | |
| models/llava.cpp | |
| models/minicpmv.cpp | |
| models/paddleocr.cpp | |
| models/pixtral.cpp | |
| models/qwen2vl.cpp | |
| models/qwen3vl.cpp | |
| models/mimovl.cpp | |
| models/qwen3a.cpp | |
| models/step3vl.cpp | |
| models/siglip.cpp | |
| models/whisper-enc.cpp | |
| models/deepseekocr.cpp | |
| models/deepseekocr2.cpp | |
| models/mobilenetv5.cpp | |
| models/youtuvl.cpp | |
| models/yasa2.cpp | |
| ) | |
| set_target_properties(mtmd PROPERTIES | |
| VERSION ${LLAMA_INSTALL_VERSION} | |
| SOVERSION 0 | |
| MACHO_CURRENT_VERSION 0 # keep macOS linker from seeing oversized version number | |
| ) | |
| target_link_libraries (mtmd PUBLIC ggml llama) | |
| target_link_libraries (mtmd PRIVATE Threads::Threads) | |
| target_include_directories(mtmd PUBLIC .) | |
| target_include_directories(mtmd PRIVATE ../..) | |
| target_include_directories(mtmd PRIVATE ../../vendor) | |
| target_compile_features (mtmd PRIVATE cxx_std_17) | |
| if (MTMD_VIDEO) | |
| target_compile_definitions(mtmd PRIVATE MTMD_VIDEO) | |
| endif() | |
| if (BUILD_SHARED_LIBS) | |
| set_target_properties (mtmd PROPERTIES POSITION_INDEPENDENT_CODE ON) | |
| target_compile_definitions(mtmd PRIVATE LLAMA_BUILD) | |
| target_compile_definitions(mtmd PUBLIC LLAMA_SHARED) | |
| endif() | |
| set(MTMD_PUBLIC_HEADERS | |
| ${CMAKE_CURRENT_SOURCE_DIR}/mtmd.h | |
| ${CMAKE_CURRENT_SOURCE_DIR}/mtmd-helper.h | |
| ) | |
| set_target_properties(mtmd | |
| PROPERTIES | |
| PUBLIC_HEADER "${MTMD_PUBLIC_HEADERS}") | |
| set_target_properties(mtmd | |
| PROPERTIES | |
| PRIVATE_HEADER debug/mtmd-debug.h) | |
| install(TARGETS mtmd LIBRARY PUBLIC_HEADER) | |
| if (NOT MSVC) | |
| # for stb_image.h and miniaudio.h | |
| target_compile_options(mtmd PRIVATE -Wno-cast-qual) | |
| endif() | |
| if (ANDROID) | |
| # miniaudio.h defines ma_android_sdk_version() without a prior prototype | |
| target_compile_options(mtmd PRIVATE -Wno-missing-prototypes) | |
| endif() | |
| if (TARGET BUILD_INFO) | |
| add_dependencies(mtmd BUILD_INFO) | |
| add_dependencies(mtmd-helper BUILD_INFO) | |
| endif() | |
| # if mtmd is linked against llama-common, we throw an error | |
| if (TARGET mtmd) | |
| get_target_property(libs mtmd LINK_LIBRARIES) | |
| if (libs AND "llama-common" IN_LIST libs) | |
| message(FATAL_ERROR "mtmd is designed to be a public library.\n" | |
| "It must not link against llama-common") | |
| endif() | |
| endif() | |
| # Gate CLI binaries on LLAMA_BUILD_TOOLS so that standalone library-only | |
| # builds (LLAMA_BUILD_MTMD=ON with LLAMA_BUILD_TOOLS=OFF — e.g. Apple | |
| # XCFramework packaging) skip the executables entirely. LLAMA_BUILD_COMMON | |
| # defaults to ON in standalone builds, so we cannot rely on it for gating. | |
| if (LLAMA_BUILD_TOOLS) | |
| add_executable(llama-llava-cli deprecation-warning.cpp) | |
| add_executable(llama-gemma3-cli deprecation-warning.cpp) | |
| add_executable(llama-minicpmv-cli deprecation-warning.cpp) | |
| add_executable(llama-qwen2vl-cli deprecation-warning.cpp) | |
| set(TARGET llama-mtmd-cli) | |
| add_executable (${TARGET} mtmd-cli.cpp) | |
| set_target_properties (${TARGET} PROPERTIES OUTPUT_NAME llama-mtmd-cli) | |
| if(LLAMA_TOOLS_INSTALL) | |
| install(TARGETS ${TARGET} RUNTIME) | |
| endif() | |
| target_link_libraries (${TARGET} PRIVATE llama-common mtmd Threads::Threads) | |
| target_compile_features(${TARGET} PRIVATE cxx_std_17) | |
| # mtmd-debug tool | |
| add_executable(llama-mtmd-debug debug/mtmd-debug.cpp) | |
| set_target_properties(llama-mtmd-debug PROPERTIES OUTPUT_NAME llama-mtmd-debug) | |
| target_link_libraries(llama-mtmd-debug PRIVATE llama-common mtmd Threads::Threads) | |
| target_compile_features(llama-mtmd-debug PRIVATE cxx_std_17) | |
| endif() | |