Instructions to use mlx-community/Qwen2.5-3B-Instruct-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mlx-community/Qwen2.5-3B-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/Qwen2.5-3B-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
LM Studio

Pi new

How to use mlx-community/Qwen2.5-3B-Instruct-4bit with Pi:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "mlx-community/Qwen2.5-3B-Instruct-4bit"

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "mlx-lm": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "mlx-community/Qwen2.5-3B-Instruct-4bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use mlx-community/Qwen2.5-3B-Instruct-4bit with Hermes Agent:

Start the MLX server

# Install MLX LM:
uv tool install mlx-lm
# Start a local OpenAI-compatible server:
mlx_lm.server --model "mlx-community/Qwen2.5-3B-Instruct-4bit"

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default mlx-community/Qwen2.5-3B-Instruct-4bit

Run Hermes

hermes

MLX LM

How to use mlx-community/Qwen2.5-3B-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/Qwen2.5-3B-Instruct-4bit"

Run an OpenAI-compatible server

# Install MLX LM
uv tool install mlx-lm
# Start the server
mlx_lm.server --model "mlx-community/Qwen2.5-3B-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/Qwen2.5-3B-Instruct-4bit",
     "messages": [
       {"role": "user", "content": "Hello"}
     ]
   }'

Upload folder using huggingface_hub

by prince-canuma - opened Sep 18, 2024

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

+455944

-0

prince-canuma

MLX Community org Sep 18, 2024

•

edited Sep 18, 2024

Upload folder using huggingface_hub

Multi commit ID: 17bf8ff5c8ef482ad737b83af37976af5f1333a0d409244cd5af280eabbfc515

Scheduled commits:

Upload 10 file(s) totalling 1.7G (1752b4c960afb04a1ccaf5f13097674d4ad906e9de1f1eae61191069a666ffb7)

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.

1752b4c960afb04a1ccaf5f13097674d4ad906e9de1f1eae61191069a666ffb7b1cd0e6d

prince-canuma changed pull request title from [WIP] Upload folder using huggingface_hub (multi-commit 17bf8ff5c8ef482ad737b83af37976af5f1333a0d409244cd5af280eabbfc515) to Upload folder using huggingface_hub Sep 18, 2024

prince-canuma

MLX Community org Sep 18, 2024

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.

prince-canuma changed pull request status to open Sep 18, 2024

prince-canuma

MLX Community org Sep 18, 2024

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.

prince-canuma changed pull request status to merged Sep 18, 2024

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