Qwen2-Math-72B-Instruct-GGUF

Instructions to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="lmstudio-community/Qwen2-Math-72B-Instruct-GGUF",
	filename="Qwen2-Math-72B-Instruct-IQ2_M.gguf",
)

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

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf lmstudio-community/Qwen2-Math-72B-Instruct-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 lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf lmstudio-community/Qwen2-Math-72B-Instruct-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 lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf lmstudio-community/Qwen2-Math-72B-Instruct-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 lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M

Use Docker

docker model run hf.co/lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "lmstudio-community/Qwen2-Math-72B-Instruct-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": "lmstudio-community/Qwen2-Math-72B-Instruct-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M

Ollama
How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with Ollama:
```
ollama run hf.co/lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
```

Unsloth Studio new

How to use lmstudio-community/Qwen2-Math-72B-Instruct-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 lmstudio-community/Qwen2-Math-72B-Instruct-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 lmstudio-community/Qwen2-Math-72B-Instruct-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for lmstudio-community/Qwen2-Math-72B-Instruct-GGUF to start chatting

Docker Model Runner
How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with Docker Model Runner:
```
docker model run hf.co/lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M
```

Lemonade

How to use lmstudio-community/Qwen2-Math-72B-Instruct-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull lmstudio-community/Qwen2-Math-72B-Instruct-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Qwen2-Math-72B-Instruct-GGUF-Q4_K_M

List all available models

lemonade list

bartowski commited on Aug 9, 2024

Commit

424eb4c

1 Parent(s): 0aa9d46

Delete and move files

Browse files

Files changed (17) hide show

Qwen2-Math-72B-Instruct-IQ1_M.gguf +0 -3
Qwen2-Math-72B-Instruct-IQ2_XS.gguf +0 -3
Qwen2-Math-72B-Instruct-IQ2_XXS.gguf +0 -3
Qwen2-Math-72B-Instruct-IQ3_XXS.gguf +0 -3
Qwen2-Math-72B-Instruct-Q2_K_L.gguf +0 -3
Qwen2-Math-72B-Instruct-Q3_K_XL.gguf +0 -3
Qwen2-Math-72B-Instruct-Q4_K_L.gguf +0 -3
Qwen2-Math-72B-Instruct-Q4_K_S.gguf +0 -3
Qwen2-Math-72B-Instruct-Q5_K_M/Qwen2-Math-72B-Instruct-Q5_K_M-00001-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q5_K_M/Qwen2-Math-72B-Instruct-Q5_K_M-00002-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q5_K_S/Qwen2-Math-72B-Instruct-Q5_K_S-00001-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q5_K_S/Qwen2-Math-72B-Instruct-Q5_K_S-00002-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q6_K/Qwen2-Math-72B-Instruct-Q6_K-00001-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q6_K/Qwen2-Math-72B-Instruct-Q6_K-00002-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q8_0/Qwen2-Math-72B-Instruct-Q8_0-00001-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct-Q8_0/Qwen2-Math-72B-Instruct-Q8_0-00002-of-00002.gguf +0 -3
Qwen2-Math-72B-Instruct.imatrix +0 -3

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:93a22385d398d99ba6cab9a0da1dbc77a58757bd0521d96e5fc9524bb3a96650
-size 23740210400

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:4393f01acf56f33f5a06debf58cd9d5e42de59f8c2b70e80aefa0c3234c1884a
-size 27057642720

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:081521a19901f1395e019b62f8fd7ed7d24f3565530c992849dc580cf0604355
-size 25490021600

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e9241d1abef573a9cb225f110e06171fed2e9aa547d7ab38e044717505ec3ff1
-size 31845080288

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:043b188a309ef771d9ea4de16807cdf1916b2e0697a530baa5f2eba322c7d17d
-size 31028272352