Instructions to use mradermacher/Math-AI-Full-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/Math-AI-Full-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/Math-AI-Full-GGUF", dtype="auto")

llama-cpp-python

How to use mradermacher/Math-AI-Full-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mradermacher/Math-AI-Full-GGUF",
	filename="Math-AI-Full.IQ4_XS.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use mradermacher/Math-AI-Full-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf mradermacher/Math-AI-Full-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/Math-AI-Full-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/Math-AI-Full-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/Math-AI-Full-GGUF with Ollama:
```
ollama run hf.co/mradermacher/Math-AI-Full-GGUF:Q4_K_M
```

Unsloth Studio new

How to use mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mradermacher/Math-AI-Full-GGUF to start chatting

Pi new

How to use mradermacher/Math-AI-Full-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf mradermacher/Math-AI-Full-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": "mradermacher/Math-AI-Full-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-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 mradermacher/Math-AI-Full-GGUF:Q4_K_M

Run Hermes

hermes

Docker Model Runner
How to use mradermacher/Math-AI-Full-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/Math-AI-Full-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/Math-AI-Full-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/Math-AI-Full-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Math-AI-Full-GGUF-Q4_K_M

List all available models

lemonade list

mradermacher commited on Mar 24

Commit

da4a49f

verified ·

1 Parent(s): b4e73de

uploaded from nico1

Browse files

Files changed (13) hide show

.gitattributes +12 -0
Math-AI-Full.IQ4_XS.gguf +3 -0
Math-AI-Full.Q2_K.gguf +3 -0
Math-AI-Full.Q3_K_L.gguf +3 -0
Math-AI-Full.Q3_K_M.gguf +3 -0
Math-AI-Full.Q3_K_S.gguf +3 -0
Math-AI-Full.Q4_K_M.gguf +3 -0
Math-AI-Full.Q4_K_S.gguf +3 -0
Math-AI-Full.Q5_K_M.gguf +3 -0
Math-AI-Full.Q5_K_S.gguf +3 -0
Math-AI-Full.Q6_K.gguf +3 -0
Math-AI-Full.Q8_0.gguf +3 -0
Math-AI-Full.f16.gguf +3 -0

@@ -35,3 +35,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Math-AI-Full.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 Math-AI-Full.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text

 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Math-AI-Full.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 Math-AI-Full.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Math-AI-Full.f16.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:5a0e31d12e14d2dc93e18d95d70ec8359d92c206b345267796e938d389184e36
+size 2529031392

+version https://git-lfs.github.com/spec/v1
+oid sha256:922002e20f19dea66032191517213b41aabf1e49e033fc8e38e487cf4cef3b15
+size 1915471072

+version https://git-lfs.github.com/spec/v1
+oid sha256:99601577b104b379a963b60b3f60e595601bbc920c90b75f814762396229449a
+size 2421316832

+version https://git-lfs.github.com/spec/v1
+oid sha256:0941e09c6ef656c1efc4b19d4aff5460e9e69c39aa4f814991e7c76f16950c03
+size 2262064352

+version https://git-lfs.github.com/spec/v1
+oid sha256:61560155a35c68ede57ba34224413ec7e575da3211ed68b680267bea563050d6
+size 2069880032

+version https://git-lfs.github.com/spec/v1
+oid sha256:0e11b414874494f0e2934e81e2db7d1b675e7d657e67e6ec800e7c83cbd9a068
+size 2708804832

+version https://git-lfs.github.com/spec/v1
+oid sha256:e1711b7bf3e87516956b72a64d47a7d27073154bdbb707fcd16807d93de5700e
+size 2563888352

+version https://git-lfs.github.com/spec/v1
+oid sha256:4a41ffbf356819ff80f9338082ccea9b2081958f55e807bd734d51b41d220288
+size 3074987232

+version https://git-lfs.github.com/spec/v1
+oid sha256:1f072dd0cb3b36e3cc91ea4af31f8f023bbd8be373d2a95a335c3cd71a1c06bd
+size 2990036192

+version https://git-lfs.github.com/spec/v1
+oid sha256:179bb62ca41619549fa666367dff16f2fb2f116fa6f90a2bf0c8c28ad3d44df9
+size 3464056032

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

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

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

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5a3c9d729269fbd21bf16c3ccc19cd9d3d2a1cf4811abcb615a18fe8d762cc43
+size 4482403552

+version https://git-lfs.github.com/spec/v1
+oid sha256:7eebf90dacfad9e95aef52820b869c925f615312bff93f27e4c0c44282ed7df5
+size 8424393952