Instructions to use leom21/cron with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use leom21/cron with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="leom21/cron", filename="SmolLM2-360M-Instruct.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 Settings
- llama.cpp
How to use leom21/cron with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf leom21/cron:Q4_K_M # Run inference directly in the terminal: llama-cli -hf leom21/cron:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf leom21/cron:Q4_K_M # Run inference directly in the terminal: llama-cli -hf leom21/cron: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 leom21/cron:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf leom21/cron: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 leom21/cron:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf leom21/cron:Q4_K_M
Use Docker
docker model run hf.co/leom21/cron:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use leom21/cron with Ollama:
ollama run hf.co/leom21/cron:Q4_K_M
- Unsloth Studio
How to use leom21/cron 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 leom21/cron 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 leom21/cron to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for leom21/cron to start chatting
- Atomic Chat new
- Docker Model Runner
How to use leom21/cron with Docker Model Runner:
docker model run hf.co/leom21/cron:Q4_K_M
- Lemonade
How to use leom21/cron with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull leom21/cron:Q4_K_M
Run and chat with the model
lemonade run user.cron-Q4_K_M
List all available models
lemonade list
File size: 992 Bytes
bc57d53 | 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 | {
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 1,
"torch_dtype": "bfloat16",
"eos_token_id": 2,
"head_dim": 64,
"hidden_act": "silu",
"hidden_size": 960,
"initializer_range": 0.02,
"intermediate_size": 2560,
"is_llama_config": true,
"max_position_embeddings": 8192,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 15,
"num_hidden_layers": 32,
"num_key_value_heads": 5,
"pad_token_id": 49152,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_interleaved": false,
"rope_parameters": {
"rope_theta": 100000,
"rope_type": "default"
},
"tie_word_embeddings": true,
"transformers.js_config": {
"kv_cache_dtype": {
"fp16": "float16",
"q4f16": "float16"
}
},
"unsloth_version": "2026.5.4",
"use_cache": false,
"vocab_size": 49153
} |