Instructions to use TurkAILabs/NedoLM-0.8B-SFT-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 TurkAILabs/NedoLM-0.8B-SFT-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 TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16 # Run inference directly in the terminal: llama cli -hf TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16 # Run inference directly in the terminal: llama cli -hf TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
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 TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16 # Run inference directly in the terminal: ./llama-cli -hf TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
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 TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
Use Docker
docker model run hf.co/TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
- LM Studio
- Jan
- Ollama
How to use TurkAILabs/NedoLM-0.8B-SFT-GGUF with Ollama:
ollama run hf.co/TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
- Unsloth Desktop
- Docker Model Runner
How to use TurkAILabs/NedoLM-0.8B-SFT-GGUF with Docker Model Runner:
docker model run hf.co/TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
- Lemonade
How to use TurkAILabs/NedoLM-0.8B-SFT-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull TurkAILabs/NedoLM-0.8B-SFT-GGUF:F16
Run and chat with the model
lemonade run user.NedoLM-0.8B-SFT-GGUF-F16
List all available models
lemonade list
- Atomic Chat
Download NDSRF004_PORT_VALIDATION.txt from TurkAILabs/NedoLM-0.8B-SFT-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 685 Bytes
-
https://huggingface.co/TurkAILabs/NedoLM-0.8B-SFT-GGUF/resolve/a52411baf9b00ad8930a2074ca41d819db96f1f3/NDSRF004_PORT_VALIDATION.txt
- Command line
-
hf download hf://TurkAILabs/NedoLM-0.8B-SFT-GGUF@a52411baf9b00ad8930a2074ca41d819db96f1f3/NDSRF004_PORT_VALIDATION.txt
-
curl -L -o NDSRF004_PORT_VALIDATION.txt https://huggingface.co/TurkAILabs/NedoLM-0.8B-SFT-GGUF/resolve/a52411baf9b00ad8930a2074ca41d819db96f1f3/NDSRF004_PORT_VALIDATION.txt
685 Bytes
| NedoLM 0.8B SFT checkpoint: step_00006478.pt | |
| GGUF SHA256: 154542c2ca5c6ab310f80fb3582d1055f0753cbb8787a6aad418dfcc6b88b5e1 | |
| Tokenizer: NDSRF004 | |
| Tokenizer SHA256: 72412d981dac65a29d1767bc98821fc2bcffc2de53c534e7c719598515bfb600 | |
| GGUF public tokenizer metadata: tokenizer.ggml.model=rwkv (for Hugging Face GGUF parser compatibility) | |
| Exact runtime tokenizer selection: general.architecture=nedolm -> NDSRF004 Rust ABI | |
| llama.cpp base commit: e71b80510c848c00175924ecf3c40333ccae8eb5 | |
| NDSRF004 ID validation: job 1551320, NDSRF004_ID_MATCH_OK | |
| Inference smoke: job 1551321, COMPLETED 0:0 | |
| Architecture requires the NedoLM-patched llama.cpp backend (MorphFFN + SWA + NeoX RoPE + exact NDSRF004). | |