Instructions to use Ilides/cortex-0.3-0.02b-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use Ilides/cortex-0.3-0.02b-mlx 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("Ilides/cortex-0.3-0.02b-mlx") 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 Ilides/cortex-0.3-0.02b-mlx with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "Ilides/cortex-0.3-0.02b-mlx"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "Ilides/cortex-0.3-0.02b-mlx" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Ilides/cortex-0.3-0.02b-mlx", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
Download tokenizer_config.json from Ilides/cortex-0.3-0.02b-mlx: direct link, hf CLI and curl.
- Browser
- Download file 847 Bytes
-
https://huggingface.co/Ilides/cortex-0.3-0.02b-mlx/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://Ilides/cortex-0.3-0.02b-mlx/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/Ilides/cortex-0.3-0.02b-mlx/resolve/main/tokenizer_config.json
847 Bytes
| { | |
| "tokenizer_class": "CortexTokenizer", | |
| "auto_map": { | |
| "AutoTokenizer": [ | |
| "tokenization_cortex.CortexTokenizer", | |
| null | |
| ] | |
| }, | |
| "model_max_length": 512, | |
| "bos_token": "<|endoftext|>", | |
| "eos_token": "<|endoftext|>", | |
| "pad_token": "<|pad|>", | |
| "unk_token": "<|unk|>", | |
| "additional_special_tokens": [ | |
| "<|system|>", | |
| "<|user|>", | |
| "<|assistant|>", | |
| "<|end|>", | |
| "<|doc|>", | |
| "<|code|>" | |
| ], | |
| "chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}<|system|>\n{{ message['content'] }}\n<|end|>\n{% elif message['role'] == 'user' %}<|user|>\n{{ message['content'] }}\n<|end|>\n{% else %}<|assistant|>\n{{ message['content'] }}\n<|end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|assistant|>\n{% endif %}", | |
| "tokenizer_files": [ | |
| "vocab.json", | |
| "merges.txt" | |
| ] | |
| } |