Instructions to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="bartowski/arcee-ai_Trinity-Large-Thinking-GGUF",
	filename="arcee-ai_Trinity-Large-Thinking-IQ1_M/arcee-ai_Trinity-Large-Thinking-IQ1_M-00001-of-00003.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/arcee-ai_Trinity-Large-Thinking-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bartowski/arcee-ai_Trinity-Large-Thinking-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Ollama
How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Ollama:
```
ollama run hf.co/bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
```

Unsloth Studio

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for bartowski/arcee-ai_Trinity-Large-Thinking-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for bartowski/arcee-ai_Trinity-Large-Thinking-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for bartowski/arcee-ai_Trinity-Large-Thinking-GGUF to start chatting

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

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 bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/arcee-ai_Trinity-Large-Thinking-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/arcee-ai_Trinity-Large-Thinking-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.arcee-ai_Trinity-Large-Thinking-GGUF-Q4_K_M

List all available models

lemonade list

bartowski commited on Mar 31

Commit

823303c

verified ·

1 Parent(s): 091b0e4

Upload folder using huggingface_hub

Browse files

Files changed (8) hide show

.gitattributes +7 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00001-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00002-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00003-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00004-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00005-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00006-of-00007.gguf +3 -0
arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00007-of-00007.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -106,3 +106,10 @@ arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00
 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00004-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00005-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00006-of-00006.gguf filter=lfs diff=lfs merge=lfs -text

 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00004-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00005-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
 arcee-ai_Trinity-Large-Thinking-Q4_K_S/arcee-ai_Trinity-Large-Thinking-Q4_K_S-00006-of-00006.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00001-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00002-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00003-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00004-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00005-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00006-of-00007.gguf filter=lfs diff=lfs merge=lfs -text
+arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00007-of-00007.gguf filter=lfs diff=lfs merge=lfs -text

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00001-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:cddb9726da2cb651aa724e940f1802a2f5b76598078b285ec86603767a034b35
+size 39992783104

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00002-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:eb169d2ca02986628bd062777083a50125e0a57a9f598d25418d8d14cdb08c9a
+size 39884812832

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00003-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:fbbd838ed0329ddee10033432d595c78f8afe339ea7e238725242f1350d36864
+size 39845648288

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00004-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:9072b9678237aa304cc3b93fef090c30668870e3cea211c060599169b9fb520a
+size 39884603808

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00005-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5294b5d27a52475310cc3fd663abfcb22764b643d70bcea7494436efed9d2398
+size 39887761952

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00006-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:716e3ddfeed2f8a44e287a4c250761a8f7475f66f037d2ab5fed95ea261c2cd4
+size 39883986848

arcee-ai_Trinity-Large-Thinking-Q4_1/arcee-ai_Trinity-Large-Thinking-Q4_1-00007-of-00007.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:2587cc7e053e9d4135a343f5b15ae6abf0b4af51ef54a0694f7ece4bb8a48038
+size 10737777376