Instructions to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model", dtype="auto")

llama-cpp-python

How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model",
	filename="unsloth.Q4_K_M.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 jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model: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 jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model: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 jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M

Use Docker

docker model run hf.co/jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M

LM Studio
Jan
Ollama
How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with Ollama:
```
ollama run hf.co/jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
```

Unsloth Studio new

How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model 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 jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model 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 jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model to start chatting

Docker Model Runner
How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with Docker Model Runner:
```
docker model run hf.co/jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M
```

Lemonade

How to use jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model:Q4_K_M

Run and chat with the model

lemonade run user.DeepSeek-R1-Distill-Llama-4bit-sql-model-Q4_K_M

List all available models

lemonade list

jackcwf commited on Feb 28, 2025

Commit

34708b9

verified ·

1 Parent(s): 8a54b4b

Update README.md

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README.md +3 -3

README.md CHANGED Viewed

@@ -1,5 +1,5 @@
 ---
-base_model: unsloth/DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit
 tags:
 - text-generation-inference
 - transformers
@@ -93,7 +93,7 @@ This query analyzes the relationship between product categories and customer ord
 | **Model**                        | **Base Model**                                               | **下载**                                                 |
 | -------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ |
-| DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit | [Qwen-1.5B](https://huggingface.co/unsloth/DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit) | [🤗 HuggingFace](https://huggingface.co/jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model/raw/main/unsloth.Q4_K_M.gguf) |
 # Usage
@@ -105,7 +105,7 @@ If you are unsure how to use GGUF files, refer to one of [TheBloke's READMEs](ht
 - **Developed by:** datalabs-ai
 - **License:** apache-2.0
-- **Finetuned from model :** unsloth/DeepSeek-R1-Distill-Qwen-1.5B-unsloth-bnb-4bit

 ---
+base_model: unsloth/DeepSeek-R1-Distill-Llama-8B
 tags:
 - text-generation-inference
 - transformers
 | **Model**                        | **Base Model**                                               | **下载**                                                 |
 | -------------------------------- | ------------------------------------------------------------ | ------------------------------------------------------------ |
+| unsloth/DeepSeek-R1-Distill-Llama-8B | [DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/unsloth/DeepSeek-R1-Distill-Llama-8B) | [🤗 HuggingFace](https://huggingface.co/jackcwf/DeepSeek-R1-Distill-Llama-4bit-sql-model/raw/main/unsloth.Q4_K_M.gguf) |
 # Usage
 - **Developed by:** datalabs-ai
 - **License:** apache-2.0
+- **Finetuned from model :** unsloth/DeepSeek-R1-Distill-Llama-8B