Text Generation
GGUF
English
llama.cpp
bitnet
ternary
1.58-bit
quantized
q4_k_m
edge
efficient-inference
cpu
tool-calling
Instructions to use Qapdex/SLM750-Edge-1.58-bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use Qapdex/SLM750-Edge-1.58-bit with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Qapdex/SLM750-Edge-1.58-bit", filename="quantized_q4km.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 Qapdex/SLM750-Edge-1.58-bit 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 Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT # Run inference directly in the terminal: llama cli -hf Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT # Run inference directly in the terminal: llama cli -hf Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
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 Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT # Run inference directly in the terminal: ./llama-cli -hf Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
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 Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT # Run inference directly in the terminal: ./build/bin/llama-cli -hf Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
Use Docker
docker model run hf.co/Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
- LM Studio
- Jan
- vLLM
How to use Qapdex/SLM750-Edge-1.58-bit with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Qapdex/SLM750-Edge-1.58-bit" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Qapdex/SLM750-Edge-1.58-bit", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
- Ollama
How to use Qapdex/SLM750-Edge-1.58-bit with Ollama:
ollama run hf.co/Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
- Unsloth Studio
How to use Qapdex/SLM750-Edge-1.58-bit 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 Qapdex/SLM750-Edge-1.58-bit 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 Qapdex/SLM750-Edge-1.58-bit to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Qapdex/SLM750-Edge-1.58-bit to start chatting
- Atomic Chat new
- Docker Model Runner
How to use Qapdex/SLM750-Edge-1.58-bit with Docker Model Runner:
docker model run hf.co/Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
- Lemonade
How to use Qapdex/SLM750-Edge-1.58-bit with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Qapdex/SLM750-Edge-1.58-bit:Q4_K_M_QUANT
Run and chat with the model
lemonade run user.SLM750-Edge-1.58-bit-Q4_K_M_QUANT
List all available models
lemonade list
| cp -rpv ../ggml/CMakeLists.txt ./ggml/CMakeLists.txt | |
| cp -rpv ../ggml/src/CMakeLists.txt ./ggml/src/CMakeLists.txt | |
| cp -rpv ../ggml/cmake/FindSIMD.cmake ./ggml/cmake/FindSIMD.cmake | |
| cp -rpv ../ggml/src/ggml.c ./ggml/src/ggml.c | |
| cp -rpv ../ggml/src/ggml-aarch64.c ./ggml/src/ggml-aarch64.c | |
| cp -rpv ../ggml/src/ggml-aarch64.h ./ggml/src/ggml-aarch64.h | |
| cp -rpv ../ggml/src/ggml-alloc.c ./ggml/src/ggml-alloc.c | |
| cp -rpv ../ggml/src/ggml-backend-impl.h ./ggml/src/ggml-backend-impl.h | |
| cp -rpv ../ggml/src/ggml-backend.cpp ./ggml/src/ggml-backend.cpp | |
| cp -rpv ../ggml/src/ggml-cann/* ./ggml/src/ggml-cann/ | |
| cp -rpv ../ggml/src/ggml-cann.cpp ./ggml/src/ggml-cann.cpp | |
| cp -rpv ../ggml/src/ggml-common.h ./ggml/src/ggml-common.h | |
| cp -rpv ../ggml/src/ggml-cuda/* ./ggml/src/ggml-cuda/ | |
| cp -rpv ../ggml/src/ggml-cuda.cu ./ggml/src/ggml-cuda.cu | |
| cp -rpv ../ggml/src/ggml-impl.h ./ggml/src/ggml-impl.h | |
| cp -rpv ../ggml/src/ggml-kompute.cpp ./ggml/src/ggml-kompute.cpp | |
| cp -rpv ../ggml/src/ggml-metal.m ./ggml/src/ggml-metal.m | |
| cp -rpv ../ggml/src/ggml-metal.metal ./ggml/src/ggml-metal.metal | |
| cp -rpv ../ggml/src/ggml-quants.c ./ggml/src/ggml-quants.c | |
| cp -rpv ../ggml/src/ggml-quants.h ./ggml/src/ggml-quants.h | |
| cp -rpv ../ggml/src/ggml-rpc.cpp ./ggml/src/ggml-rpc.cpp | |
| cp -rpv ../ggml/src/ggml-sycl/* ./ggml/src/ggml-sycl/ | |
| cp -rpv ../ggml/src/ggml-sycl.cpp ./ggml/src/ggml-sycl.cpp | |
| cp -rpv ../ggml/src/ggml-vulkan.cpp ./ggml/src/ggml-vulkan.cpp | |
| cp -rpv ../ggml/src/vulkan-shaders/* ./ggml/src/vulkan-shaders/ | |
| cp -rpv ../ggml/include/ggml.h ./ggml/include/ggml.h | |
| cp -rpv ../ggml/include/ggml-alloc.h ./ggml/include/ggml-alloc.h | |
| cp -rpv ../ggml/include/ggml-backend.h ./ggml/include/ggml-backend.h | |
| cp -rpv ../ggml/include/ggml-blas.h ./ggml/include/ggml-blas.h | |
| cp -rpv ../ggml/include/ggml-cann.h ./ggml/include/ggml-cann.h | |
| cp -rpv ../ggml/include/ggml-cuda.h ./ggml/include/ggml-cuda.h | |
| cp -rpv ../ggml/include/ggml-kompute.h ./ggml/include/ggml-kompute.h | |
| cp -rpv ../ggml/include/ggml-metal.h ./ggml/include/ggml-metal.h | |
| cp -rpv ../ggml/include/ggml-rpc.h ./ggml/include/ggml-rpc.h | |
| cp -rpv ../ggml/include/ggml-sycl.h ./ggml/include/ggml-sycl.h | |
| cp -rpv ../ggml/include/ggml-vulkan.h ./ggml/include/ggml-vulkan.h | |
| cp -rpv ../ggml/tests/test-opt.cpp ./tests/test-opt.cpp | |
| cp -rpv ../ggml/tests/test-grad0.cpp ./tests/test-grad0.cpp | |
| cp -rpv ../ggml/tests/test-quantize-fns.cpp ./tests/test-quantize-fns.cpp | |
| cp -rpv ../ggml/tests/test-quantize-perf.cpp ./tests/test-quantize-perf.cpp | |
| cp -rpv ../ggml/tests/test-backend-ops.cpp ./tests/test-backend-ops.cpp | |
| cp -rpv ../LICENSE ./LICENSE | |
| cp -rpv ../ggml/scripts/gen-authors.sh ./scripts/gen-authors.sh | |