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
Download config.json from OpenSML/Solstice-1: direct link, hf CLI and curl.
- Browser
- Download file 913 Bytes
-
https://huggingface.co/OpenSML/Solstice-1/resolve/main/config.json
- Command line
-
hf download hf://OpenSML/Solstice-1/config.json
-
curl -L -o config.json https://huggingface.co/OpenSML/Solstice-1/resolve/main/config.json
913 Bytes
| { | |
| "checkpoint": "step_0000128_5937a6def881", | |
| "compute_precision": "float32", | |
| "context_limit": 2048, | |
| "format": "opensml-native-chat-v1", | |
| "license": "apache-2.0", | |
| "model": { | |
| "attention_impl": "vanilla", | |
| "bias": false, | |
| "ce_impl": "reference", | |
| "d_model": 576, | |
| "ffn_impl": "reference", | |
| "loss_dtype": "float32", | |
| "max_seq_len": 2048, | |
| "mlp_multiple_of": 256, | |
| "mlp_ratio": 4.0, | |
| "n_heads": 9, | |
| "n_kv_heads": 3, | |
| "n_layers": 44, | |
| "qk_norm": true, | |
| "vocab_size": 32000 | |
| }, | |
| "model_id": "OpenSML/Solstice-1", | |
| "model_name": "Solstice-1", | |
| "organization": "OpenSML", | |
| "parameter_label": "175M", | |
| "parameters": 174202432, | |
| "serialization": "explicit-ids-assistant-mask-v1", | |
| "tokenizer_fingerprint": "1194292c6d906ac19e6f01c6ad2b42825143fad426a22aa8856d903776701ecb", | |
| "weight_sha256": "7b2d8777040f05d8e0849acac4e45013b2de3d72145c363cd22825e80115c515" | |
| } | |