Instructions to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
# Run inference directly in the terminal:
llama cli -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
# Run inference directly in the terminal:
llama cli -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

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 NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
# Run inference directly in the terminal:
./llama-cli -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

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 NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
# Run inference directly in the terminal:
./build/bin/llama-cli -hf NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

Use Docker

docker model run hf.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

LM Studio
Jan
Ollama
How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with Ollama:
```
ollama run hf.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
```

Unsloth Studio

How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-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 NousResearch/DeepHermes-3-Llama-3-3B-Preview-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 NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with Docker Model Runner:
```
docker model run hf.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF
```

Lemonade

How to use NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull NousResearch/DeepHermes-3-Llama-3-3B-Preview-GGUF

Run and chat with the model

lemonade run user.DeepHermes-3-Llama-3-3B-Preview-GGUF-{{QUANT_TAG}}

List all available models

lemonade list

teknium commited on Mar 11, 2025

Commit

cf716d4

verified ·

1 Parent(s): c8c7341

Upload folder using huggingface_hub

Browse files

Files changed (6) hide show

.gitattributes +4 -0
DeepHermes-3-Llama-3-3B-Preview-q4.gguf +3 -0
DeepHermes-3-Llama-3-3B-Preview-q5.gguf +3 -0
DeepHermes-3-Llama-3-3B-Preview-q6.gguf +3 -0
DeepHermes-3-Llama-3-3B-Preview-q8.gguf +3 -0
README.md +24 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+DeepHermes-3-Llama-3-3B-Preview-q8.gguf filter=lfs diff=lfs merge=lfs -text

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+size 3421901216

README.md ADDED Viewed

	@@ -0,0 +1,24 @@

+# GGUF Quantized Models
+This repository contains GGUF quantized versions of language models for efficient inference.
+## Files
+The following GGUF files are available in this repository:
+- `DeepHermes-3-Llama-3-3B-Preview-q4.gguf` (1.8G)
+- `DeepHermes-3-Llama-3-3B-Preview-q5.gguf` (2.2G)
+- `DeepHermes-3-Llama-3-3B-Preview-q6.gguf` (2.5G)
+- `DeepHermes-3-Llama-3-3B-Preview-q8.gguf` (3.2G)
+## Usage
+These models are compatible with [llama.cpp](https://github.com/ggerganov/llama.cpp) and similar frameworks.
+Example usage with llama.cpp:
+```bash
+./main -m /path/to/model.gguf -p "Hello, I am a language model" -n 128
+```
+## Upload Information
+Files were uploaded on Tue Mar 11 04:28:49 PDT 2025