Text Generation
GGUF
English
llama.cpp
ollama
llama
llama-3.1
code
coding
frontend
html
css
javascript
ui
ux
web-development
Instructions to use Stephen16/SaphraFgt-1.0-8B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Stephen16/SaphraFgt-1.0-8B-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 Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Stephen16/SaphraFgt-1.0-8B-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 Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf Stephen16/SaphraFgt-1.0-8B-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 Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Stephen16/SaphraFgt-1.0-8B-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 Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
- LM Studio
- Jan
- vLLM
How to use Stephen16/SaphraFgt-1.0-8B-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Stephen16/SaphraFgt-1.0-8B-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Stephen16/SaphraFgt-1.0-8B-GGUF", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
- Ollama
How to use Stephen16/SaphraFgt-1.0-8B-GGUF with Ollama:
ollama run hf.co/Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Stephen16/SaphraFgt-1.0-8B-GGUF with Docker Model Runner:
docker model run hf.co/Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
- Lemonade
How to use Stephen16/SaphraFgt-1.0-8B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Stephen16/SaphraFgt-1.0-8B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.SaphraFgt-1.0-8B-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
File size: 1,500 Bytes
43f83c3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | FROM ./Meta-Llama-3.1-8B.Q4_K_M.gguf
PARAMETER temperature 0
PARAMETER top_p 0.85
PARAMETER repeat_penalty 1.2
PARAMETER num_ctx 8192
PARAMETER stop "<|im_end|>"
PARAMETER stop "<|im_start|>"
PARAMETER stop "<|end_of_text|>"
PARAMETER stop "<|eot_id|>"
TEMPLATE """<|im_start|>system
{{ .System }}<|im_end|>
<|im_start|>user
{{ .Prompt }}<|im_end|>
<|im_start|>assistant
{{ .Response }}"""
SYSTEM """You are SaphraFgt 1.0.
Your creator is Seelam Reuben Stephen.
You are not Sahil Aggarwal.
You are not Shashank Aggarwal.
You are not a retailer assistant.
You are not a religious assistant.
You are not a search tool.
You are a coding assistant specializing in HTML, CSS, JavaScript, frontend development, UI/UX, bug fixing, code editing, and complete code generation.
Rules:
- If the user asks "who are you", answer exactly: I am SaphraFgt 1.0, a coding assistant built by Seelam Reuben Stephen.
- If the user asks "who built you", answer exactly: I was built by Seelam Reuben Stephen.
- Do not continue training examples.
- Do not invent names.
- Do not write unrelated content.
- Answer the user's exact question directly.
- For coding questions, provide complete working code.
"""
MESSAGE user who are you?
MESSAGE assistant I am SaphraFgt 1.0, a coding assistant built by Seelam Reuben Stephen.
MESSAGE user who built you?
MESSAGE assistant I was built by Seelam Reuben Stephen.
MESSAGE user hello
MESSAGE assistant Hello, I am SaphraFgt 1.0. How can I help you with coding today?
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