Text Generation
MLX
Safetensors
English
base-model
pretrained
small-language-model
apple-silicon
from-scratch
research
Instructions to use OpenSML/OpenSML-Base-175M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use OpenSML/OpenSML-Base-175M with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("OpenSML/OpenSML-Base-175M") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use OpenSML/OpenSML-Base-175M with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "OpenSML/OpenSML-Base-175M" --prompt "Once upon a time"
- Atomic Chat
File size: 1,032 Bytes
8f2ec8e ea6ddf7 8f2ec8e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | {
"model": "OpenSML-Base-175M",
"date": "2026-10-14",
"platform": "Apple Silicon macOS",
"runtime": "Python 3.11; stock MLX 0.32.3; NumPy 2.4.2; Tokenizers 0.22.2",
"weight_sha256": "5151567e266244c9e32fd6e01775192633abe227320269ecdefe28ce43e9ccc3",
"weight_bytes": 351242342,
"verified_weight_identity": true,
"frozen_tokenizer_integrity": true,
"source_bundle_integrity": true,
"parameter_count": 175611648,
"smoke": {
"command": "python inference.py --prompt \"Plants need sunlight because\" --max-tokens 24 --json",
"prompt_tokens": 5,
"output_tokens": 24,
"stop_reason": "token_limit",
"completion": " it is the source of energy for all life on Earth.\n\nThe sun is the source of energy for all life",
"scope": "Packaging smoke only. A plausible but repetitive continuation is not an accuracy measurement.",
"matches_historical_prefix": true
},
"documentation_update": "JSONLite descendant training lineage, scope and main-checkpoint evaluation; base weights unchanged."
}
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