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
| name: Server (self-hosted) | |
| on: | |
| workflow_dispatch: # allows manual triggering | |
| inputs: | |
| sha: | |
| description: 'Commit SHA1 to build' | |
| required: false | |
| type: string | |
| slow_tests: | |
| description: 'Run slow tests' | |
| required: true | |
| type: boolean | |
| push: | |
| branches: | |
| - master | |
| paths: [ | |
| '.github/workflows/server-self-hosted.yml', | |
| '**/CMakeLists.txt', | |
| '**/Makefile', | |
| '**/*.h', | |
| '**/*.hpp', | |
| '**/*.c', | |
| '**/*.cpp', | |
| '**/*.cu', | |
| '**/*.swift', | |
| '**/*.m', | |
| 'tools/server/**.*' | |
| ] | |
| env: | |
| LLAMA_ARG_LOG_COLORS: 1 | |
| LLAMA_ARG_LOG_PREFIX: 1 | |
| LLAMA_ARG_LOG_TIMESTAMPS: 1 | |
| LLAMA_ARG_LOG_VERBOSITY: 10 | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| server-metal: | |
| runs-on: [self-hosted, llama-server, macOS, ARM64] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build -DGGML_SCHED_NO_REALLOC=ON | |
| cmake --build build --config Release -j $(sysctl -n hw.logicalcpu) --target llama-server | |
| - name: Python setup | |
| id: setup_python | |
| run: | | |
| cd tools/server/tests | |
| python3 -m venv venv | |
| source venv/bin/activate | |
| pip install -r requirements.txt | |
| - name: Tests (GPUx1) | |
| id: server_integration_tests | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| pytest -v -x -m "not slow" | |
| - name: Tests (GPUx1, backend-sampling) | |
| id: server_integration_tests_backend_sampling | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| export LLAMA_ARG_BACKEND_SAMPLING=1 | |
| pytest -v -x -m "not slow" | |
| - name: Tests (GPUx2) | |
| id: server_integration_tests_gpu2 | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| export GGML_METAL_DEVICES=2 | |
| pytest -v -x -m "not slow" | |
| - name: Tests (GPUx2, backend-sampling) | |
| id: server_integration_tests_gpu2_backend_sampling | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| export GGML_METAL_DEVICES=2 LLAMA_ARG_BACKEND_SAMPLING=1 | |
| pytest -v -x -m "not slow" | |
| server-cuda: | |
| runs-on: [self-hosted, llama-server, Linux, NVIDIA] | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build -DGGML_CUDA=ON -DGGML_SCHED_NO_REALLOC=ON | |
| cmake --build build --config Release -j $(nproc) --target llama-server | |
| - name: Python setup | |
| id: setup_python | |
| run: | | |
| cd tools/server/tests | |
| python3 -m venv venv | |
| source venv/bin/activate | |
| pip install -r requirements.txt | |
| - name: Tests (GPUx1) | |
| id: server_integration_tests | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| pytest -v -x -m "not slow" | |
| - name: Tests (GPUx1, backend-sampling) | |
| id: server_integration_tests_backend_sampling | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| export LLAMA_ARG_BACKEND_SAMPLING=1 | |
| pytest -v -x -m "not slow" | |
| server-kleidiai: | |
| runs-on: ah-ubuntu_22_04-c8g_8x | |
| steps: | |
| - name: Clone | |
| id: checkout | |
| uses: actions/checkout@v6 | |
| with: | |
| fetch-depth: 0 | |
| ref: ${{ github.event.inputs.sha || github.event.pull_request.head.sha || github.sha || github.head_ref || github.ref_name }} | |
| - name: Dependencies | |
| id: depends | |
| run: | | |
| set -euxo pipefail | |
| sudo apt-get update | |
| sudo DEBIAN_FRONTEND=noninteractive NEEDRESTART_MODE=a \ | |
| apt-get install -y \ | |
| build-essential \ | |
| libssl-dev \ | |
| python3-venv \ | |
| gpg \ | |
| wget \ | |
| time \ | |
| git-lfs | |
| git lfs install | |
| # install the latest cmake | |
| sudo install -d /usr/share/keyrings | |
| wget -O - https://apt.kitware.com/keys/kitware-archive-latest.asc \ | |
| | gpg --dearmor \ | |
| | sudo tee /usr/share/keyrings/kitware-archive-keyring.gpg >/dev/null | |
| echo 'deb [signed-by=/usr/share/keyrings/kitware-archive-keyring.gpg] https://apt.kitware.com/ubuntu/ jammy main' \ | |
| | sudo tee /etc/apt/sources.list.d/kitware.list | |
| sudo apt-get update | |
| sudo apt-get install -y cmake | |
| - name: Build | |
| id: cmake_build | |
| run: | | |
| cmake -B build -DGGML_SCHED_NO_REALLOC=ON -DGGML_CPU_KLEIDIAI=ON | |
| cmake --build build --config Release -j $(nproc) --target llama-server | |
| - name: Python setup | |
| id: setup_python | |
| run: | | |
| cd tools/server/tests | |
| python3 -m venv venv | |
| source venv/bin/activate | |
| pip install -r requirements.txt | |
| - name: Tests | |
| id: server_integration_tests | |
| if: ${{ !github.event.pull_request }} | |
| run: | | |
| cd tools/server/tests | |
| source venv/bin/activate | |
| pytest -v -x -m "not slow" | |