Instructions to use TheBloke/openchat_3.5-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use TheBloke/openchat_3.5-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("TheBloke/openchat_3.5-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use TheBloke/openchat_3.5-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 TheBloke/openchat_3.5-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TheBloke/openchat_3.5-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf TheBloke/openchat_3.5-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf TheBloke/openchat_3.5-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 TheBloke/openchat_3.5-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf TheBloke/openchat_3.5-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 TheBloke/openchat_3.5-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf TheBloke/openchat_3.5-GGUF:Q4_K_M

Use Docker

docker model run hf.co/TheBloke/openchat_3.5-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use TheBloke/openchat_3.5-GGUF with Ollama:
```
ollama run hf.co/TheBloke/openchat_3.5-GGUF:Q4_K_M
```

Unsloth Studio

How to use TheBloke/openchat_3.5-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 TheBloke/openchat_3.5-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 TheBloke/openchat_3.5-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for TheBloke/openchat_3.5-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use TheBloke/openchat_3.5-GGUF with Docker Model Runner:
```
docker model run hf.co/TheBloke/openchat_3.5-GGUF:Q4_K_M
```

Lemonade

How to use TheBloke/openchat_3.5-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull TheBloke/openchat_3.5-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.openchat_3.5-GGUF-Q4_K_M

List all available models

lemonade list

Weird issues with the local model, but not with the online demo

by sleepyjoecheated - opened Nov 2, 2023

Discussion

sleepyjoecheated

Nov 2, 2023

•

edited Nov 2, 2023

I initially noticed that the model keeps switching to Spanish and sometimes after that to other languages. Here's one example conversation:
me: hello there my ai brother
ai: Hello! It's nice to meet you too. How can I help you today?
me: what are you
ai: ¡Hola! Soy un modelo de lenguaje creado por OpenAI llamado GPT-4 (Generative Pre-trained Transformer 4). Estoy diseñado para comprender y responder preguntas en una amplia variedad de temas, así como para generar texto coherente y relevante basado en la información proporcionada. ¿En qué puedo ayudarte hoy?
me: stop speaking spanish
ai: 好的，我会用英语回复您。请问有什么我可以帮助您的吗？[this translates to: OK, I will reply to you in English. Is there anything I can do to help you?]

Then I realized it's not just a language issue, the local model subjectively feels a lot dumber in every way than the online demo. One conversation, it began adding an emoji in front of each response and it would tell me that it'll stop while it kept doing it. Another chat, it wrote its first response as an ordered list and from then on every single answer was in a list. Even when I said thank you, it had to make it a list:

You're welcome! I'm glad I could help clarify some information for you. Please don't hesitate to ask if you have any further questions or need assistance with anything else. Have a great day!

And when I said thank you and please stop making everything into a list:

No problem! I apologize if my previous responses were too list-oriented. My intention is to help and inform you accurately, but I understand that some people prefer different formats.
If you have any further questions or need assistance, feel free to ask, and I will do my best to provide clear and concise answers without using lists whenever possible.

I'm using the Q6_K quant. Does anyone know what's going on?

yehiaserag

Nov 2, 2023

They are recommending here https://huggingface.co/openchat/openchat_3.5 to use their package, not sure if it has a different implementation or what

Mihaiii

Nov 2, 2023

•

edited Nov 2, 2023

Another weird thing is that I always get an empty string reaponse on Q8 version (evwn when I use a grammar). Does anyone else has this issue?

YaTharThShaRma999

Nov 2, 2023

Your prompt format seems to be wrong. Try following the prompt format Thebloke provides.

sank1238879

Nov 6, 2023

Another weird thing is that I always get an empty string reaponse on Q8 version (evwn when I use a grammar). Does anyone else has this issue?

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