Instructions to use tda45/TdAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

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

TdAI / llama.cpp /ggml /cmake /common.cmake

tda45

Upload folder using huggingface_hub (part 3)

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	function(ggml_get_flags CCID CCVER)
	set(C_FLAGS "")
	set(CXX_FLAGS "")

	if (CCID MATCHES "Clang")
	set(C_FLAGS -Wunreachable-code-break -Wunreachable-code-return)
	set(CXX_FLAGS -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi)

	if (
	(CCID STREQUAL "Clang" AND CCVER VERSION_GREATER_EQUAL 3.8.0) OR
	(CCID STREQUAL "AppleClang" AND CCVER VERSION_GREATER_EQUAL 7.3.0)
	)
	list(APPEND C_FLAGS -Wdouble-promotion)
	endif()
	elseif (CCID STREQUAL "GNU")
	set(C_FLAGS -Wdouble-promotion)
	set(CXX_FLAGS -Wno-array-bounds)

	if (CCVER VERSION_GREATER_EQUAL 8.1.0)
	list(APPEND CXX_FLAGS -Wextra-semi)
	endif()
	endif()

	set(GF_C_FLAGS ${C_FLAGS} PARENT_SCOPE)
	set(GF_CXX_FLAGS ${CXX_FLAGS} PARENT_SCOPE)
	endfunction()

	function(ggml_get_system_arch)
	if (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64" OR
	CMAKE_GENERATOR_PLATFORM_LWR STREQUAL "arm64" OR
	(NOT CMAKE_OSX_ARCHITECTURES AND NOT CMAKE_GENERATOR_PLATFORM_LWR AND
	CMAKE_SYSTEM_PROCESSOR MATCHES "^(aarch64\|arm.*\|ARM64)$"))
	set(GGML_SYSTEM_ARCH "ARM" PARENT_SCOPE)
	elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64" OR
	CMAKE_GENERATOR_PLATFORM_LWR MATCHES "^(x86_64\|i686\|amd64\|x64\|win32)$" OR
	(NOT CMAKE_OSX_ARCHITECTURES AND NOT CMAKE_GENERATOR_PLATFORM_LWR AND
	CMAKE_SYSTEM_PROCESSOR MATCHES "^(x86_64\|i686\|AMD64\|amd64)$"))
	set(GGML_SYSTEM_ARCH "x86" PARENT_SCOPE)
	elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc\|power")
	set(GGML_SYSTEM_ARCH "PowerPC" PARENT_SCOPE)
	elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "loongarch64")
	set(GGML_SYSTEM_ARCH "loongarch64" PARENT_SCOPE)
	elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "riscv64")
	set(GGML_SYSTEM_ARCH "riscv64" PARENT_SCOPE)
	elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "s390x")
	set(GGML_SYSTEM_ARCH "s390x" PARENT_SCOPE)
	else()
	set(GGML_SYSTEM_ARCH "UNKNOWN" PARENT_SCOPE)
	endif()
	endfunction()