Instructions to use mlx-community/defog-llama-3-sqlcoder-8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/defog-llama-3-sqlcoder-8b 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/defog-llama-3-sqlcoder-8b") 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
- LM Studio
- MLX LM
How to use mlx-community/defog-llama-3-sqlcoder-8b 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/defog-llama-3-sqlcoder-8b"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "mlx-community/defog-llama-3-sqlcoder-8b" # 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/defog-llama-3-sqlcoder-8b", "messages": [ {"role": "user", "content": "Hello"} ] }'
Replace the `eos_token` with `<eot_id>`, to prevent model from going on unnecessarily long
Browse files- tokenizer_config.json +1 -1
tokenizer_config.json
CHANGED
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@@ -2052,7 +2052,7 @@
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| 2052 |
"bos_token": "<|begin_of_text|>",
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"chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
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"clean_up_tokenization_spaces": true,
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-
"eos_token": "<|
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| 2056 |
"model_input_names": [
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| 2057 |
"input_ids",
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"attention_mask"
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| 2052 |
"bos_token": "<|begin_of_text|>",
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| 2053 |
"chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
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"clean_up_tokenization_spaces": true,
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+
"eos_token": "<|eot_id|>",
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| 2056 |
"model_input_names": [
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| 2057 |
"input_ids",
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| 2058 |
"attention_mask"
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