Downloads · 30 days
0
flowcast-v5-lite
nsalerni/flowcast-v5-lite
flowcast-v5-lite is a machine learning model from nsalerni. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx-lm. The card lists the license as apache-2.0.
Sub-750MB hybrid LoudInk stack: 99.5% user-demand shipped (126 computer + 74 writing).
Access
Public
Updated Jun 29, 2026
Repo size
183 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors138 MB · 100%
At a glance
- Library
- mlx-lm
- License
- apache-2.0
- Access
- Public
- Created
- Jun 27, 2026
- Updated
- Jun 29, 2026
- SHA
- e7b0aa98
Model card
From the Hugging Face model README
flowcast-v5-lite v0.2.1
Sub-750MB hybrid LoudInk stack: 99.5% user-demand shipped (126 computer + 74 writing).
Predecessor: nsalerni/flowcast-v4-lite
Hybrid production stack
- Writer longform:
loudink_surgical— 100% user-demand writing (shipped) - Writer paraphrase:
paraphrase_posttrain— 83.3% shipped / 66.7% neural on held-out paraphrase (12 cases) - IR: FunctionGemma IR v5 + transcript-first repairs (github-in-safari, etc.)
- Learned transcript router + polish registry + transcript fast paths
vs v4-lite (user-demand)
| v4-lite | v5-lite hybrid | |
|---|---|---|
| Combined | 65.5% | 99.5% |
| Writing | 9.5% | 100% |
| Computer | 98.4% | 99.2% |
| Paraphrase (held-out) | — | 83.3% shipped |
| Download | 809 MB | 750 MB |
See inference_config.json and manifest.json for integration fields.
- Library
- mlx-lm
- License
- apache-2.0
- Created
- Jun 27, 2026
- Updated
- Jun 29, 2026