Instructions to use mlx-community/Trinity-Large-Thinking-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mlx-community/Trinity-Large-Thinking-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/Trinity-Large-Thinking-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/Trinity-Large-Thinking-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/Trinity-Large-Thinking-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/Trinity-Large-Thinking-4bit"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use mlx-community/Trinity-Large-Thinking-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/Trinity-Large-Thinking-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/Trinity-Large-Thinking-4bit

Run Hermes

hermes

MLX LM

How to use mlx-community/Trinity-Large-Thinking-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/Trinity-Large-Thinking-4bit"

Run an OpenAI-compatible server

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

ivanfioravanti commited on Apr 2

Commit

2c7f70c

verified ·

1 Parent(s): 818feb6

Add files using upload-large-folder tool

Browse files

Files changed (7) hide show

model-00004-of-00047.safetensors +3 -0
model-00024-of-00047.safetensors +3 -0
model-00036-of-00047.safetensors +3 -0
model-00038-of-00047.safetensors +3 -0
model-00041-of-00047.safetensors +3 -0
model-00044-of-00047.safetensors +3 -0
model-00045-of-00047.safetensors +3 -0

model-00004-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:80da69677833d2aa96a6fd2dc7d8fee1ac1cbabf58382e09a472a2c52d31dccc
+size 5337004701

model-00024-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:e219c87fc6189942114c3bfaae7b2d607a4aa1c115c5fcd316d8bdca3c340ca6
+size 5337004722

model-00036-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:f4c0282f6ae5247433078be5ff474056676223a665d4574ad8281dd53029f50a
+size 5337004722

model-00038-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b7878008303b0cdd636a1ba0007907d713a923db2a3ec6f2e8b34bca3b16469b
+size 5337004726

model-00041-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b4702823e1851065b0b0c1369a42f3ac79a1784e3fba0257cf7de86b389311fb
+size 4280040233

model-00044-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8527309f148adaee54222c30c04ee91eb34badda9c3900c628941d18cae4913f
+size 5337004726

model-00045-of-00047.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:65ccce8b91e879fb53d45c345014adc8044a35fadc48362cf7f18985a07427e6
+size 4280040239