Instructions to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-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 bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bullerwins/DeepSeek-R1-0528-Qwen3-8B-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 bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bullerwins/DeepSeek-R1-0528-Qwen3-8B-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 bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bullerwins/DeepSeek-R1-0528-Qwen3-8B-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 bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF with Ollama:
```
ollama run hf.co/bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF with Docker Model Runner:
```
docker model run hf.co/bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M
```

Lemonade

How to use bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bullerwins/DeepSeek-R1-0528-Qwen3-8B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.DeepSeek-R1-0528-Qwen3-8B-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

bullerwins commited on May 29, 2025

Commit

b151bee

verified ·

1 Parent(s): 07df034

Add files using upload-large-folder tool

Browse files

Files changed (7) hide show

.gitattributes +6 -0
DeepSeek-R1-0528-Qwen3-8B-Q4_K_M.gguf +3 -0
DeepSeek-R1-0528-Qwen3-8B-Q4_K_S.gguf +3 -0
DeepSeek-R1-0528-Qwen3-8B-Q5_K_M.gguf +3 -0
DeepSeek-R1-0528-Qwen3-8B-Q5_K_S.gguf +3 -0
DeepSeek-R1-0528-Qwen3-8B-Q6_K.gguf +3 -0
DeepSeek-R1-0528-Qwen3-8B-Q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-0528-Qwen3-8B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

DeepSeek-R1-0528-Qwen3-8B-Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:713d3a7a93f306763a6de2b5e9f9350e3aeee3bbfe8c3ee0066b61939feaa332
+size 5027782720

DeepSeek-R1-0528-Qwen3-8B-Q4_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:190953d4845012874e9765e3f417713fe55c4c990680c30d19dccbd2e501c5ce
+size 4802011200

DeepSeek-R1-0528-Qwen3-8B-Q5_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ca341e759f05f286a6c1ebc4f1ac4396cb4bfbe5439ffa7cd7f536b773db60e4
+size 5851111488

DeepSeek-R1-0528-Qwen3-8B-Q5_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:85c29de382adfdba4027a8d05319a5a9581db714bb6b5a4a18a75e0d047c701e
+size 5720760384

DeepSeek-R1-0528-Qwen3-8B-Q6_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:61ed15379bbbbc7905513a66113494eb41060aba1b2b7d34f36f96250210ed7b
+size 6725898304

DeepSeek-R1-0528-Qwen3-8B-Q8_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5bfb0aae3ead1f8c63133550fcd3ddd5426eb53673b6f0617d1e4fb89f69a74a
+size 8709517376