MLX
mlx-lm
flowcast
loudink
loudink-v1.1
voice-agent
apple-silicon
compact-ir
dictation
computer-use
skills
record-and-replay
Instructions to use nsalerni/loudink-v1.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use nsalerni/loudink-v1.1 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir loudink-v1.1 nsalerni/loudink-v1.1
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
| { | |
| "reports": [ | |
| { | |
| "source": "artifacts/benchmarks/loudink_v1/daily_mac/loudink_v1_daily_mac_measurement.json", | |
| "label": "loudink-v1 v0.4 daily-mac product", | |
| "writing": { | |
| "shipped": { | |
| "total": 25, | |
| "passed": 25, | |
| "accuracy": 1.0 | |
| }, | |
| "neural": { | |
| "total": 25, | |
| "passed": 23, | |
| "accuracy": 0.92, | |
| "missing": 0 | |
| }, | |
| "polish_lift": 0.07999999999999996, | |
| "latency": { | |
| "n": 25, | |
| "mean": 166.6401715839654, | |
| "p50": 171.05649993754923, | |
| "p95": 332.83937512896955, | |
| "max": 383.80437484011054, | |
| "model_invoked_p50": 176.41600011847913, | |
| "model_invoked_p95": 332.83937512896955, | |
| "model_invoked_n": 20, | |
| "fast_path_rate": 0.19999999999999996 | |
| } | |
| }, | |
| "computer": { | |
| "shipped": { | |
| "total": 44, | |
| "passed": 44, | |
| "accuracy": 1.0 | |
| }, | |
| "neural": { | |
| "total": 44, | |
| "passed": 0, | |
| "accuracy": 0.0, | |
| "missing": 44 | |
| }, | |
| "latency": { | |
| "n": 44, | |
| "mean": 0.05, | |
| "p50": 0.05, | |
| "p95": 0.05, | |
| "max": 0.05, | |
| "model_invoked_p50": 0.0, | |
| "model_invoked_p95": 0.0, | |
| "model_invoked_n": 0, | |
| "fast_path_rate": 1.0 | |
| } | |
| }, | |
| "multi_step": { | |
| "shipped": { | |
| "total": 25, | |
| "passed": 25, | |
| "accuracy": 1.0 | |
| }, | |
| "latency": { | |
| "n": 25, | |
| "mean": 0.05, | |
| "p50": 0.05, | |
| "p95": 0.05, | |
| "max": 0.05, | |
| "model_invoked_p50": 0.0, | |
| "model_invoked_p95": 0.0, | |
| "model_invoked_n": 0, | |
| "fast_path_rate": 1.0 | |
| }, | |
| "n": 25 | |
| }, | |
| "overall": { | |
| "shipped": { | |
| "total": 69, | |
| "passed": 69, | |
| "accuracy": 1.0 | |
| }, | |
| "latency": { | |
| "n": 69, | |
| "mean": 60.40875782027732, | |
| "p50": 0.05, | |
| "p95": 323.94058303907514, | |
| "max": 383.80437484011054, | |
| "model_invoked_p50": 176.41600011847913, | |
| "model_invoked_p95": 332.83937512896955, | |
| "model_invoked_n": 20, | |
| "fast_path_rate": 0.7101449275362319 | |
| } | |
| }, | |
| "finish_reasons": { | |
| "transcript_ir_fast_path": 44, | |
| "loudink_v1_structural_polish": 20, | |
| "transcript_polish_fast_path": 5 | |
| } | |
| } | |
| ] | |
| } | |