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license: cc-by-4.0
pretty_name: Hebrish Model Iterations
tags: [asr, model-training, changelog]
configs:
- config_name: default
data_files: iterations.jsonl
---
# Hebrish Model Iterations
One row per released iteration of every Hebrish speech model (Sabich, Shakshuka, Jachnun and variants), with the data that went into it. Newest last.
Updated after every release.
| Column | Meaning |
|---|---|
| `model`, `version`, `label`, `run` | Model, its version, the release label and the training run id |
| `date` | Release (or training) date |
| `base_model` | The checkpoint family the line was first fine-tuned from |
| `method` | `incremental` (continued from the previous weights) or `from stock` |
| `weights_from`, `previous_version`, `previous_run` | The run the weights came from, and the iteration the delta is measured against |
| `blend` | Data blend: `all` (everything), `cs` (code-switching mix), `general` (everything except code-switching) |
| `dataset_revision` | Commit of the recordings dataset the run trained on |
| `pool_takes`, `pool_hours` | Takes and hours of the blend's training pool at that revision |
| `delta_takes`, `delta_minutes`, `delta_hours` | Takes in the pool that were not in the previous iteration's pool |
| `growth` | Pool minutes relative to the previous iteration's pool |
| `new_terms` | Target terms new to the pool |
| `epochs`, `lr`, `train_minutes`, `best_val_wer`, `gpu` | Training recipe and outcome (validation WER is per run and not comparable across runs) |
| `hf_repo` | Where the weights are published |
Pool figures apply today's blend rules to each old revision, so for older runs they are close to, not
identical with, what the run trained on. A from-stock run with no earlier iteration counts its whole pool as delta.
|