Instructions to use mlx-community/Meta-Llama-3-8B-Instruct-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/Meta-Llama-3-8B-Instruct-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/Meta-Llama-3-8B-Instruct-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/Meta-Llama-3-8B-Instruct-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/Meta-Llama-3-8B-Instruct-4bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "mlx-community/Meta-Llama-3-8B-Instruct-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/Meta-Llama-3-8B-Instruct-4bit", "messages": [ {"role": "user", "content": "Hello"} ] }'
Upload tokenizer
Browse files- special_tokens_map.json +1 -1
- tokenizer.json +0 -1
- tokenizer_config.json +1 -1
special_tokens_map.json
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@@ -7,7 +7,7 @@
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"single_word": false
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},
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"eos_token": {
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"content": "<|
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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+
"content": "<|eot_id|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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tokenizer.json
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@@ -2348,7 +2348,6 @@
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"end_of_word_suffix": null,
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"fuse_unk": false,
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"byte_fallback": false,
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-
"ignore_merges": true,
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"vocab": {
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"!": 0,
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"\"": 1,
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"end_of_word_suffix": null,
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"fuse_unk": false,
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"byte_fallback": false,
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"vocab": {
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"!": 0,
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"\"": 1,
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tokenizer_config.json
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@@ -2052,7 +2052,7 @@
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"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 %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|
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"model_input_names": [
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"input_ids",
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"attention_mask"
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"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 %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}",
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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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"input_ids",
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"attention_mask"
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