Text Generation
MLX
Safetensors
English
information-extraction
structured-output
json
small-language-model
apple-silicon
from-scratch
post-training
research
Instructions to use wzebrowski/OpenSML-JSONLite-175M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use wzebrowski/OpenSML-JSONLite-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("wzebrowski/OpenSML-JSONLite-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 wzebrowski/OpenSML-JSONLite-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 "wzebrowski/OpenSML-JSONLite-175M" --prompt "Once upon a time"
- Atomic Chat
Download JSONLITE_RESULTS.json from wzebrowski/OpenSML-JSONLite-175M: direct link, hf CLI and curl.
- Browser
- Download file 94.4 kB
-
https://huggingface.co/wzebrowski/OpenSML-JSONLite-175M/resolve/main/JSONLITE_RESULTS.json
- Command line
-
hf download hf://wzebrowski/OpenSML-JSONLite-175M/JSONLITE_RESULTS.json
-
curl -L -o JSONLITE_RESULTS.json https://huggingface.co/wzebrowski/OpenSML-JSONLite-175M/resolve/main/JSONLITE_RESULTS.json
94.4 kB
| { | |
| "model": "OpenSML-JSONLite-175M-Instruct", | |
| "checkpoint": "main", | |
| "internal_checkpoint": "153/500", | |
| "model_sha256": "25b406a7b86e3e8ac4dd0b7f32e27590d9d11349a0148a7815c32304150ac725", | |
| "training_prefix": { | |
| "update": 500, | |
| "presentations": 32000, | |
| "distinct_source_texts": 21392, | |
| "source_groups": 19589, | |
| "components": { | |
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| "composite": 5689, | |
| "grounded_qa": 2667, | |
| "massive": 2667, | |
| "prior_authored": 2133, | |
| "schema_variation": 2667, | |
| "snips": 13333 | |
| }, | |
| "supervised_positions_metadata": 1027385, | |
| "counter_scope": "Checkpoint metadata tokens counts supervised assistant/EOS positions, not serialized source/schema positions.", | |
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| "batches_sha256": "bff71b6a94d13dae8f5c766145f4f1d59074665f92a1ff1916d138af27cd0268" | |
| }, | |
| "panels": { | |
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| }, | |
| "identity": { | |
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| "context": 2048, | |
| "input_files": { | |
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| "max_output_tokens": 256, | |
| "mlx": "0.32.3", | |
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