Instructions to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-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 Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-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 Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-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 Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-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 Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with Ollama:
```
ollama run hf.co/Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
```
Unsloth Desktop

How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with Docker Model Runner:
```
docker model run hf.co/Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M
```

Lemonade

How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Qwen3.5-27B-GLM5.1-Distill-v1-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-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 Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "Fredred89/Qwen3.5-27B-GLM5.1-Distill-v1-GGUF:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

Fredred89 commited on May 29

Commit

435dd2e

verified ·

1 Parent(s): 42a92ac

Upload folder using huggingface_hub

Browse files

Files changed (13) hide show

.gitattributes +12 -0
Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-F16.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-imatrix.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-v2.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-F16-fixed.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-F16-fixed2.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-F16.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-F16.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-imatrix.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-v2.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M.gguf +3 -0
Qwen3.5-27B-GLM5.1-Distill-v1-Q8_0.gguf +3 -0

@@ -34,3 +34,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 root/apex_quant/data/predator_balanced.tensor_types filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 root/apex_quant/data/predator_balanced.tensor_types filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-F16.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced-v2.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-APEX-Balanced.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-F16-fixed.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-F16-fixed2.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-F16.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-F16.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-imatrix.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M-v2.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen3.5-27B-GLM5.1-Distill-v1-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

+version https://git-lfs.github.com/spec/v1
+oid sha256:76caf0b91d28d16fb34cbe3b3105f792d4453efd7335e79741bf6ed4b77288df
+size 16650185504

+version https://git-lfs.github.com/spec/v1
+oid sha256:2520d0723113ba4e85b33c2db6d91e83a309f9991a7c801137e9be19fbacb3ce
+size 16650185792

+version https://git-lfs.github.com/spec/v1
+oid sha256:3d8e2b7f9baebd8e300f5834e9a9d27f6d3883be2bc9d687c5ed5ea1ac535925
+size 16650184512

+version https://git-lfs.github.com/spec/v1
+oid sha256:10bd654fe1b5305fb4ba185dad81ff2dc2add5e569a2e2f2d17b09198cc4db50
+size 53808278304

+version https://git-lfs.github.com/spec/v1
+oid sha256:f642629c99f2fe0f78528e145649fd2375b1c22dba15dd34acf562a283be8683
+size 16547396384

+version https://git-lfs.github.com/spec/v1
+oid sha256:08dfa273dad86d631efd62ad378a6376d3d6ae4ef971398b38b5d5b52288501f
+size 16547396672

+version https://git-lfs.github.com/spec/v1
+oid sha256:0b27e6e0f638097f5a86aadb6da366bdecd1d6a3eba172b6c32c86acb686b05d
+size 16547395392

+version https://git-lfs.github.com/spec/v1
+oid sha256:15a0bbe2067a3b245cedd9f59f406895d97b7e3e566b09ee30229e8931c9685c
+size 28595758912

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

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

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

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