Text Generation
MLX
Safetensors
English
small-language-model
from-scratch
conversational
apple-silicon
research
Instructions to use OpenSML/Solstice-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use OpenSML/Solstice-1 with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("OpenSML/Solstice-1") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use OpenSML/Solstice-1 with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "OpenSML/Solstice-1"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "OpenSML/Solstice-1" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "OpenSML/Solstice-1", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
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Download BACKUP_AND_CLEANUP.md from OpenSML/Solstice-1: direct link, hf CLI and curl.
- Browser
- Download file 730 Bytes
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https://huggingface.co/OpenSML/Solstice-1/resolve/main/BACKUP_AND_CLEANUP.md
- Command line
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hf download hf://OpenSML/Solstice-1/BACKUP_AND_CLEANUP.md
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curl -L -o BACKUP_AND_CLEANUP.md https://huggingface.co/OpenSML/Solstice-1/resolve/main/BACKUP_AND_CLEANUP.md
730 Bytes
| # Preservation and cleanup | |
| The selected checkpoint is stage-3 update 128. The inference export hash and ancestor identities are recorded in provenance/LINEAGE.json. Existing pretrained masters, parent 2000, parent 1800, prior attempt-5 checkpoints and checkpoint 167 remain protected locally; preparing this release does not delete or modify them. | |
| The GitHub source repository excludes the large merged weight tensor. Hugging Face holds the inference weight artifact. Verify both package manifests and load the independently downloaded artifact before treating a public upload as complete. Retain local originals until that verification has succeeded. Optimizer state and raw corpora are not backed up by the inference release. | |