Instructions to use mlx-community/numind-NuExtract-1.5-MLX-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/numind-NuExtract-1.5-MLX-4bit with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("mlx-community/numind-NuExtract-1.5-MLX-4bit") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use mlx-community/numind-NuExtract-1.5-MLX-4bit with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "mlx-community/numind-NuExtract-1.5-MLX-4bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "mlx-community/numind-NuExtract-1.5-MLX-4bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "mlx-community/numind-NuExtract-1.5-MLX-4bit", "messages": [ {"role": "user", "content": "Hello"} ] }'
Upload folder using huggingface_hub
Upload folder using huggingface_hub
Multi commit ID: 749b9c5b8eb0d6ff8fe08b15fb436d06efc6ba32a283379435d5130e448be1c0
Scheduled commits:
- Upload 1 file(s) totalling 2.1G (dffe5fd237b00e0323c3fca5a6cbd6ed80cd99f45197c094261d140d2fcf466e)
- Upload 7 file(s) totalling 3.7M (4c7248025c3e98cefaaae0aaa6fccd3f311a59e0f0359cbc6d13ac9e273a740a)
This is a PR opened using the huggingface_hub library in the context of a multi-commit. PR can be commented as a usual PR. However, please be aware that manually updating the PR description, changing the PR status, or pushing new commits, is not recommended as it might corrupt the commit process. Learn more about multi-commits in this guide.
Multi-commit is now completed! You can ping the repo owner to review the changes. This PR can now be commented or modified without risking to corrupt it.
This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.
create_pr=False has been passed so PR is automatically merged.
This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.