Instructions to use sahilchachra/supra-50m-instruct-fp16-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sahilchachra/supra-50m-instruct-fp16-mlx with MLX:

# Download the model from the Hub
pip install huggingface_hub[hf_xet]

hf download sahilchachra/supra-50m-instruct-fp16-mlx --local-dir supra-50m-instruct-fp16-mlx

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use sahilchachra/supra-50m-instruct-fp16-mlx 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 sahilchachra/supra-50m-instruct-fp16-mlx:F16
# Run inference directly in the terminal:
llama cli -hf sahilchachra/supra-50m-instruct-fp16-mlx:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf sahilchachra/supra-50m-instruct-fp16-mlx:F16
# Run inference directly in the terminal:
llama cli -hf sahilchachra/supra-50m-instruct-fp16-mlx:F16

Build from source code

git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf sahilchachra/supra-50m-instruct-fp16-mlx:F16
# Run inference directly in the terminal:
./build/bin/llama cli -hf sahilchachra/supra-50m-instruct-fp16-mlx:F16

Use Docker

docker model run hf.co/sahilchachra/supra-50m-instruct-fp16-mlx:F16

Llama new
LM Studio
Jan
Ollama
How to use sahilchachra/supra-50m-instruct-fp16-mlx with Ollama:
```
ollama run hf.co/sahilchachra/supra-50m-instruct-fp16-mlx:F16
```
Unsloth Desktop
Docker Model Runner
How to use sahilchachra/supra-50m-instruct-fp16-mlx with Docker Model Runner:
```
docker model run hf.co/sahilchachra/supra-50m-instruct-fp16-mlx:F16
```

Lemonade

How to use sahilchachra/supra-50m-instruct-fp16-mlx with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull sahilchachra/supra-50m-instruct-fp16-mlx:F16

Run and chat with the model

lemonade run user.supra-50m-instruct-fp16-mlx-F16

List all available models

lemonade list

Atomic Chat

supra-50m-instruct-fp16-mlx / tokenizer.json

sahilchachra

Upload fp16 MLX quantization

a2f3ef9 verified 5 months ago

Download tokenizer.json from sahilchachra/supra-50m-instruct-fp16-mlx: direct link, hf CLI and curl.

Browser
Download file 2.27 MB

https://huggingface.co/sahilchachra/supra-50m-instruct-fp16-mlx/resolve/main/tokenizer.json

Command line

hf download hf://sahilchachra/supra-50m-instruct-fp16-mlx/tokenizer.json

curl -L -o tokenizer.json https://huggingface.co/sahilchachra/supra-50m-instruct-fp16-mlx/resolve/main/tokenizer.json

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