Instructions to use shazzadulimun/aurora 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 shazzadulimun/aurora 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 shazzadulimun/aurora:F16 # Run inference directly in the terminal: llama cli -hf shazzadulimun/aurora:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf shazzadulimun/aurora:F16 # Run inference directly in the terminal: llama cli -hf shazzadulimun/aurora: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 shazzadulimun/aurora:F16 # Run inference directly in the terminal: ./llama-cli -hf shazzadulimun/aurora: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 shazzadulimun/aurora:F16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf shazzadulimun/aurora:F16
Use Docker
docker model run hf.co/shazzadulimun/aurora:F16
- Llama new
- LM Studio
- Jan
- Ollama
How to use shazzadulimun/aurora with Ollama:
ollama run hf.co/shazzadulimun/aurora:F16
- Unsloth Desktop
- Docker Model Runner
How to use shazzadulimun/aurora with Docker Model Runner:
docker model run hf.co/shazzadulimun/aurora:F16
- Lemonade
How to use shazzadulimun/aurora with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull shazzadulimun/aurora:F16
Run and chat with the model
lemonade run user.aurora-F16
List all available models
lemonade list
- Atomic Chat
Commit History
-
Catalog: gpt-oss-20b-aurora-chat-v3 (20B MoE, retry job, train_loss from log)
Verified signaturec545009
-
Catalog: llama31-70b-aurora-chat-v3 merged 16-bit (post-merge)
Verified signature675182c -
Catalog: gpt-oss-120b-aurora-chat-v3 merged 16-bit (post-merge)
Verified signature68b6d63 -
Catalog: llama31-8b-aurora-chat-v4 (8B trained on v3 dense-chunks data, train_loss 0.559)
Verified signatureb15e8d3 -
Catalog index: list every model + per-subfolder description
Verified signature8658908 -
Catalog: gpt-oss-120b-aurora-chat-v3 (LoRA — merge pending GPU time)
Verified signature55d187e -
Catalog: llama31-70b-aurora-chat-v3 (LoRA — merge pending GPU time)
Verified signature0178d72 -
Catalog index: list every model + per-subfolder description
Verified signature1fc5354 -
Catalog: gemma3-270m-aurora-ml-v3
Verified signature6c04959 -
Catalog: gemma3-270m-aurora-coder-v3
Verified signatureda610b1 -
Catalog: gemma3-1b-aurora-ml-v3
Verified signature23d494c -
Catalog: gemma3-1b-aurora-coder-v3
Verified signatured6889f4 -
Catalog: llama32-1b-aurora-chat-v3
Verified signature123e14f -
Catalog: llama32-3b-aurora-chat-v3
Verified signatured35ab5b -
Catalog: llama31-8b-aurora-ops-v3
Verified signature34b33b6 -
Catalog: llama31-8b-aurora-ml-v3
Verified signatureed6ecab -
Catalog: llama31-8b-aurora-coder-v3
Verified signaturec8196a0 -
Catalog: llama31-8b-aurora-chat-v1
Verified signature880401f -
Catalog: llama31-8b-aurora-chat-v2
Verified signature73f01db -
Catalog: llama31-8b-aurora-chat-v3
Verified signature3f4b5e2 -
initial commit
Verified signature99d999e